Dataset statistics
| Number of variables | 122 |
|---|---|
| Number of observations | 50000 |
| Missing cells | 1486079 |
| Missing cells (%) | 24.4% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 81.5 MiB |
| Average record size in memory | 1.7 KiB |
Variable types
| Numeric | 70 |
|---|---|
| Categorical | 48 |
| Boolean | 3 |
| Text | 1 |
FLAG_MOBIL has constant value "1" | Constant |
AMT_ANNUITY is highly overall correlated with AMT_CREDIT and 1 other fields | High correlation |
AMT_CREDIT is highly overall correlated with AMT_ANNUITY and 1 other fields | High correlation |
AMT_GOODS_PRICE is highly overall correlated with AMT_ANNUITY and 1 other fields | High correlation |
AMT_INCOME_TOTAL is highly overall correlated with FONDKAPREMONT_MODE | High correlation |
AMT_REQ_CREDIT_BUREAU_DAY is highly overall correlated with FLAG_DOCUMENT_2 | High correlation |
AMT_REQ_CREDIT_BUREAU_HOUR is highly overall correlated with FLAG_DOCUMENT_2 | High correlation |
AMT_REQ_CREDIT_BUREAU_MON is highly overall correlated with FLAG_DOCUMENT_2 | High correlation |
AMT_REQ_CREDIT_BUREAU_QRT is highly overall correlated with FLAG_DOCUMENT_2 | High correlation |
AMT_REQ_CREDIT_BUREAU_WEEK is highly overall correlated with FLAG_DOCUMENT_2 | High correlation |
AMT_REQ_CREDIT_BUREAU_YEAR is highly overall correlated with FLAG_DOCUMENT_2 | High correlation |
APARTMENTS_AVG is highly overall correlated with APARTMENTS_MEDI and 23 other fields | High correlation |
APARTMENTS_MEDI is highly overall correlated with APARTMENTS_AVG and 23 other fields | High correlation |
APARTMENTS_MODE is highly overall correlated with APARTMENTS_AVG and 23 other fields | High correlation |
BASEMENTAREA_AVG is highly overall correlated with APARTMENTS_AVG and 14 other fields | High correlation |
BASEMENTAREA_MEDI is highly overall correlated with APARTMENTS_AVG and 14 other fields | High correlation |
BASEMENTAREA_MODE is highly overall correlated with APARTMENTS_AVG and 14 other fields | High correlation |
CNT_CHILDREN is highly overall correlated with CNT_FAM_MEMBERS | High correlation |
CNT_FAM_MEMBERS is highly overall correlated with CNT_CHILDREN | High correlation |
CODE_GENDER is highly overall correlated with OCCUPATION_TYPE | High correlation |
COMMONAREA_AVG is highly overall correlated with APARTMENTS_AVG and 11 other fields | High correlation |
COMMONAREA_MEDI is highly overall correlated with APARTMENTS_AVG and 11 other fields | High correlation |
COMMONAREA_MODE is highly overall correlated with APARTMENTS_AVG and 11 other fields | High correlation |
DAYS_BIRTH is highly overall correlated with EXT_SOURCE_1 and 1 other fields | High correlation |
DAYS_EMPLOYED is highly overall correlated with FLAG_DOCUMENT_6 and 3 other fields | High correlation |
DEF_30_CNT_SOCIAL_CIRCLE is highly overall correlated with DEF_60_CNT_SOCIAL_CIRCLE | High correlation |
DEF_60_CNT_SOCIAL_CIRCLE is highly overall correlated with DEF_30_CNT_SOCIAL_CIRCLE | High correlation |
ELEVATORS_AVG is highly overall correlated with APARTMENTS_AVG and 17 other fields | High correlation |
ELEVATORS_MEDI is highly overall correlated with APARTMENTS_AVG and 17 other fields | High correlation |
ELEVATORS_MODE is highly overall correlated with APARTMENTS_AVG and 17 other fields | High correlation |
ENTRANCES_AVG is highly overall correlated with APARTMENTS_AVG and 14 other fields | High correlation |
ENTRANCES_MEDI is highly overall correlated with APARTMENTS_AVG and 14 other fields | High correlation |
ENTRANCES_MODE is highly overall correlated with APARTMENTS_AVG and 12 other fields | High correlation |
EXT_SOURCE_1 is highly overall correlated with DAYS_BIRTH | High correlation |
EXT_SOURCE_3 is highly overall correlated with FLAG_DOCUMENT_2 | High correlation |
FLAG_DOCUMENT_2 is highly overall correlated with AMT_REQ_CREDIT_BUREAU_DAY and 6 other fields | High correlation |
FLAG_DOCUMENT_6 is highly overall correlated with DAYS_EMPLOYED and 2 other fields | High correlation |
FLAG_EMP_PHONE is highly overall correlated with DAYS_BIRTH and 3 other fields | High correlation |
FLAG_OWN_CAR is highly overall correlated with OWN_CAR_AGE | High correlation |
FLOORSMAX_AVG is highly overall correlated with APARTMENTS_AVG and 23 other fields | High correlation |
FLOORSMAX_MEDI is highly overall correlated with APARTMENTS_AVG and 23 other fields | High correlation |
FLOORSMAX_MODE is highly overall correlated with APARTMENTS_AVG and 23 other fields | High correlation |
FLOORSMIN_AVG is highly overall correlated with ELEVATORS_AVG and 9 other fields | High correlation |
FLOORSMIN_MEDI is highly overall correlated with ELEVATORS_AVG and 9 other fields | High correlation |
FLOORSMIN_MODE is highly overall correlated with ELEVATORS_AVG and 7 other fields | High correlation |
FONDKAPREMONT_MODE is highly overall correlated with AMT_INCOME_TOTAL | High correlation |
LANDAREA_AVG is highly overall correlated with LANDAREA_MEDI and 1 other fields | High correlation |
LANDAREA_MEDI is highly overall correlated with LANDAREA_AVG and 1 other fields | High correlation |
LANDAREA_MODE is highly overall correlated with LANDAREA_AVG and 1 other fields | High correlation |
LIVE_CITY_NOT_WORK_CITY is highly overall correlated with REG_CITY_NOT_WORK_CITY | High correlation |
LIVE_REGION_NOT_WORK_REGION is highly overall correlated with REG_REGION_NOT_WORK_REGION | High correlation |
LIVINGAPARTMENTS_AVG is highly overall correlated with APARTMENTS_AVG and 22 other fields | High correlation |
LIVINGAPARTMENTS_MEDI is highly overall correlated with APARTMENTS_AVG and 22 other fields | High correlation |
LIVINGAPARTMENTS_MODE is highly overall correlated with APARTMENTS_AVG and 23 other fields | High correlation |
LIVINGAREA_AVG is highly overall correlated with APARTMENTS_AVG and 25 other fields | High correlation |
LIVINGAREA_MEDI is highly overall correlated with APARTMENTS_AVG and 25 other fields | High correlation |
LIVINGAREA_MODE is highly overall correlated with APARTMENTS_AVG and 23 other fields | High correlation |
NAME_INCOME_TYPE is highly overall correlated with DAYS_EMPLOYED and 2 other fields | High correlation |
NONLIVINGAPARTMENTS_AVG is highly overall correlated with NONLIVINGAPARTMENTS_MEDI and 4 other fields | High correlation |
NONLIVINGAPARTMENTS_MEDI is highly overall correlated with NONLIVINGAPARTMENTS_AVG and 4 other fields | High correlation |
NONLIVINGAPARTMENTS_MODE is highly overall correlated with NONLIVINGAPARTMENTS_AVG and 4 other fields | High correlation |
NONLIVINGAREA_AVG is highly overall correlated with NONLIVINGAPARTMENTS_AVG and 4 other fields | High correlation |
NONLIVINGAREA_MEDI is highly overall correlated with NONLIVINGAPARTMENTS_AVG and 4 other fields | High correlation |
NONLIVINGAREA_MODE is highly overall correlated with NONLIVINGAPARTMENTS_AVG and 4 other fields | High correlation |
OBS_30_CNT_SOCIAL_CIRCLE is highly overall correlated with OBS_60_CNT_SOCIAL_CIRCLE | High correlation |
OBS_60_CNT_SOCIAL_CIRCLE is highly overall correlated with OBS_30_CNT_SOCIAL_CIRCLE | High correlation |
OCCUPATION_TYPE is highly overall correlated with CODE_GENDER and 1 other fields | High correlation |
OWN_CAR_AGE is highly overall correlated with FLAG_OWN_CAR | High correlation |
REGION_POPULATION_RELATIVE is highly overall correlated with REGION_RATING_CLIENT and 1 other fields | High correlation |
REGION_RATING_CLIENT is highly overall correlated with REGION_POPULATION_RELATIVE and 1 other fields | High correlation |
REGION_RATING_CLIENT_W_CITY is highly overall correlated with REGION_POPULATION_RELATIVE and 1 other fields | High correlation |
REG_CITY_NOT_WORK_CITY is highly overall correlated with LIVE_CITY_NOT_WORK_CITY | High correlation |
REG_REGION_NOT_WORK_REGION is highly overall correlated with LIVE_REGION_NOT_WORK_REGION | High correlation |
TOTALAREA_MODE is highly overall correlated with APARTMENTS_AVG and 23 other fields | High correlation |
YEARS_BEGINEXPLUATATION_AVG is highly overall correlated with FLOORSMAX_AVG and 7 other fields | High correlation |
YEARS_BEGINEXPLUATATION_MEDI is highly overall correlated with FLOORSMAX_AVG and 7 other fields | High correlation |
YEARS_BEGINEXPLUATATION_MODE is highly overall correlated with FLOORSMAX_AVG and 7 other fields | High correlation |
YEARS_BUILD_AVG is highly overall correlated with FLOORSMAX_AVG and 7 other fields | High correlation |
YEARS_BUILD_MEDI is highly overall correlated with FLOORSMAX_AVG and 7 other fields | High correlation |
YEARS_BUILD_MODE is highly overall correlated with FLOORSMAX_AVG and 7 other fields | High correlation |
TARGET is highly imbalanced (59.6%) | Imbalance |
NAME_CONTRACT_TYPE is highly imbalanced (55.4%) | Imbalance |
NAME_TYPE_SUITE is highly imbalanced (66.4%) | Imbalance |
NAME_EDUCATION_TYPE is highly imbalanced (53.1%) | Imbalance |
NAME_HOUSING_TYPE is highly imbalanced (71.9%) | Imbalance |
FLAG_CONT_MOBILE is highly imbalanced (98.0%) | Imbalance |
FLAG_EMAIL is highly imbalanced (68.7%) | Imbalance |
REG_REGION_NOT_LIVE_REGION is highly imbalanced (88.7%) | Imbalance |
REG_REGION_NOT_WORK_REGION is highly imbalanced (71.2%) | Imbalance |
LIVE_REGION_NOT_WORK_REGION is highly imbalanced (75.6%) | Imbalance |
REG_CITY_NOT_LIVE_CITY is highly imbalanced (60.8%) | Imbalance |
HOUSETYPE_MODE is highly imbalanced (90.3%) | Imbalance |
EMERGENCYSTATE_MODE is highly imbalanced (89.5%) | Imbalance |
FLAG_DOCUMENT_2 is highly imbalanced (99.9%) | Imbalance |
FLAG_DOCUMENT_4 is highly imbalanced (99.8%) | Imbalance |
FLAG_DOCUMENT_5 is highly imbalanced (88.8%) | Imbalance |
FLAG_DOCUMENT_6 is highly imbalanced (56.8%) | Imbalance |
FLAG_DOCUMENT_7 is highly imbalanced (99.8%) | Imbalance |
FLAG_DOCUMENT_8 is highly imbalanced (59.0%) | Imbalance |
FLAG_DOCUMENT_9 is highly imbalanced (96.3%) | Imbalance |
FLAG_DOCUMENT_10 is highly imbalanced (99.9%) | Imbalance |
FLAG_DOCUMENT_11 is highly imbalanced (96.3%) | Imbalance |
FLAG_DOCUMENT_12 is highly imbalanced (> 99.9%) | Imbalance |
FLAG_DOCUMENT_13 is highly imbalanced (96.6%) | Imbalance |
FLAG_DOCUMENT_14 is highly imbalanced (97.1%) | Imbalance |
FLAG_DOCUMENT_15 is highly imbalanced (98.5%) | Imbalance |
FLAG_DOCUMENT_16 is highly imbalanced (91.9%) | Imbalance |
FLAG_DOCUMENT_17 is highly imbalanced (99.5%) | Imbalance |
FLAG_DOCUMENT_18 is highly imbalanced (93.3%) | Imbalance |
FLAG_DOCUMENT_19 is highly imbalanced (99.2%) | Imbalance |
FLAG_DOCUMENT_20 is highly imbalanced (99.3%) | Imbalance |
FLAG_DOCUMENT_21 is highly imbalanced (99.5%) | Imbalance |
AMT_REQ_CREDIT_BUREAU_HOUR is highly imbalanced (97.6%) | Imbalance |
OWN_CAR_AGE has 33132 (66.3%) missing values | Missing |
OCCUPATION_TYPE has 15701 (31.4%) missing values | Missing |
EXT_SOURCE_1 has 28392 (56.8%) missing values | Missing |
EXT_SOURCE_3 has 9904 (19.8%) missing values | Missing |
APARTMENTS_AVG has 25299 (50.6%) missing values | Missing |
BASEMENTAREA_AVG has 29226 (58.5%) missing values | Missing |
YEARS_BEGINEXPLUATATION_AVG has 24370 (48.7%) missing values | Missing |
YEARS_BUILD_AVG has 33161 (66.3%) missing values | Missing |
COMMONAREA_AVG has 34890 (69.8%) missing values | Missing |
ELEVATORS_AVG has 26607 (53.2%) missing values | Missing |
ENTRANCES_AVG has 25157 (50.3%) missing values | Missing |
FLOORSMAX_AVG has 24840 (49.7%) missing values | Missing |
FLOORSMIN_AVG has 33864 (67.7%) missing values | Missing |
LANDAREA_AVG has 29637 (59.3%) missing values | Missing |
LIVINGAPARTMENTS_AVG has 34114 (68.2%) missing values | Missing |
LIVINGAREA_AVG has 25041 (50.1%) missing values | Missing |
NONLIVINGAPARTMENTS_AVG has 34631 (69.3%) missing values | Missing |
NONLIVINGAREA_AVG has 27437 (54.9%) missing values | Missing |
APARTMENTS_MODE has 25299 (50.6%) missing values | Missing |
BASEMENTAREA_MODE has 29226 (58.5%) missing values | Missing |
YEARS_BEGINEXPLUATATION_MODE has 24370 (48.7%) missing values | Missing |
YEARS_BUILD_MODE has 33161 (66.3%) missing values | Missing |
COMMONAREA_MODE has 34890 (69.8%) missing values | Missing |
ELEVATORS_MODE has 26607 (53.2%) missing values | Missing |
ENTRANCES_MODE has 25157 (50.3%) missing values | Missing |
FLOORSMAX_MODE has 24840 (49.7%) missing values | Missing |
FLOORSMIN_MODE has 33864 (67.7%) missing values | Missing |
LANDAREA_MODE has 29637 (59.3%) missing values | Missing |
LIVINGAPARTMENTS_MODE has 34114 (68.2%) missing values | Missing |
LIVINGAREA_MODE has 25041 (50.1%) missing values | Missing |
NONLIVINGAPARTMENTS_MODE has 34631 (69.3%) missing values | Missing |
NONLIVINGAREA_MODE has 27437 (54.9%) missing values | Missing |
APARTMENTS_MEDI has 25299 (50.6%) missing values | Missing |
BASEMENTAREA_MEDI has 29226 (58.5%) missing values | Missing |
YEARS_BEGINEXPLUATATION_MEDI has 24370 (48.7%) missing values | Missing |
YEARS_BUILD_MEDI has 33161 (66.3%) missing values | Missing |
COMMONAREA_MEDI has 34890 (69.8%) missing values | Missing |
ELEVATORS_MEDI has 26607 (53.2%) missing values | Missing |
ENTRANCES_MEDI has 25157 (50.3%) missing values | Missing |
FLOORSMAX_MEDI has 24840 (49.7%) missing values | Missing |
FLOORSMIN_MEDI has 33864 (67.7%) missing values | Missing |
LANDAREA_MEDI has 29637 (59.3%) missing values | Missing |
LIVINGAPARTMENTS_MEDI has 34114 (68.2%) missing values | Missing |
LIVINGAREA_MEDI has 25041 (50.1%) missing values | Missing |
NONLIVINGAPARTMENTS_MEDI has 34631 (69.3%) missing values | Missing |
NONLIVINGAREA_MEDI has 27437 (54.9%) missing values | Missing |
FONDKAPREMONT_MODE has 34143 (68.3%) missing values | Missing |
HOUSETYPE_MODE has 25045 (50.1%) missing values | Missing |
TOTALAREA_MODE has 24122 (48.2%) missing values | Missing |
WALLSMATERIAL_MODE has 25366 (50.7%) missing values | Missing |
EMERGENCYSTATE_MODE has 23670 (47.3%) missing values | Missing |
AMT_REQ_CREDIT_BUREAU_HOUR has 6796 (13.6%) missing values | Missing |
AMT_REQ_CREDIT_BUREAU_DAY has 6796 (13.6%) missing values | Missing |
AMT_REQ_CREDIT_BUREAU_WEEK has 6796 (13.6%) missing values | Missing |
AMT_REQ_CREDIT_BUREAU_MON has 6796 (13.6%) missing values | Missing |
AMT_REQ_CREDIT_BUREAU_QRT has 6796 (13.6%) missing values | Missing |
AMT_REQ_CREDIT_BUREAU_YEAR has 6796 (13.6%) missing values | Missing |
AMT_INCOME_TOTAL is highly skewed (γ1 = 206.4681066) | Skewed |
AMT_REQ_CREDIT_BUREAU_DAY is highly skewed (γ1 = 26.6324211) | Skewed |
SK_ID_CURR has unique values | Unique |
CNT_CHILDREN has 35052 (70.1%) zeros | Zeros |
BASEMENTAREA_AVG has 2403 (4.8%) zeros | Zeros |
COMMONAREA_AVG has 1417 (2.8%) zeros | Zeros |
ELEVATORS_AVG has 14020 (28.0%) zeros | Zeros |
LANDAREA_AVG has 2543 (5.1%) zeros | Zeros |
NONLIVINGAPARTMENTS_AVG has 8919 (17.8%) zeros | Zeros |
NONLIVINGAREA_AVG has 9574 (19.1%) zeros | Zeros |
BASEMENTAREA_MODE has 2704 (5.4%) zeros | Zeros |
COMMONAREA_MODE has 1614 (3.2%) zeros | Zeros |
ELEVATORS_MODE has 14631 (29.3%) zeros | Zeros |
FLOORSMAX_MODE has 563 (1.1%) zeros | Zeros |
LANDAREA_MODE has 2849 (5.7%) zeros | Zeros |
NONLIVINGAPARTMENTS_MODE has 9646 (19.3%) zeros | Zeros |
NONLIVINGAREA_MODE has 10925 (21.9%) zeros | Zeros |
BASEMENTAREA_MEDI has 2438 (4.9%) zeros | Zeros |
COMMONAREA_MEDI has 1446 (2.9%) zeros | Zeros |
ELEVATORS_MEDI has 14231 (28.5%) zeros | Zeros |
FLOORSMAX_MEDI has 501 (1.0%) zeros | Zeros |
LANDAREA_MEDI has 2598 (5.2%) zeros | Zeros |
NONLIVINGAPARTMENTS_MEDI has 9153 (18.3%) zeros | Zeros |
NONLIVINGAREA_MEDI has 9933 (19.9%) zeros | Zeros |
OBS_30_CNT_SOCIAL_CIRCLE has 26782 (53.6%) zeros | Zeros |
DEF_30_CNT_SOCIAL_CIRCLE has 44029 (88.1%) zeros | Zeros |
OBS_60_CNT_SOCIAL_CIRCLE has 26899 (53.8%) zeros | Zeros |
DEF_60_CNT_SOCIAL_CIRCLE has 45566 (91.1%) zeros | Zeros |
DAYS_LAST_PHONE_CHANGE has 6134 (12.3%) zeros | Zeros |
AMT_REQ_CREDIT_BUREAU_DAY has 42934 (85.9%) zeros | Zeros |
AMT_REQ_CREDIT_BUREAU_WEEK has 41773 (83.5%) zeros | Zeros |
AMT_REQ_CREDIT_BUREAU_MON has 36131 (72.3%) zeros | Zeros |
AMT_REQ_CREDIT_BUREAU_QRT has 35085 (70.2%) zeros | Zeros |
AMT_REQ_CREDIT_BUREAU_YEAR has 11677 (23.4%) zeros | Zeros |
Reproduction
| Analysis started | 2024-09-01 10:13:49.883807 |
|---|---|
| Analysis finished | 2024-09-01 10:14:17.600423 |
| Duration | 27.72 seconds |
| Software version | ydata-profiling vv4.9.0 |
| Download configuration | config.json |
SK_ID_CURR
Real number (ℝ)
UNIQUE 
| Distinct | 50000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 277922.79 |
| Minimum | 100002 |
|---|---|
| Maximum | 456247 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 100002 |
|---|---|
| 5-th percentile | 118305.85 |
| Q1 | 189456.5 |
| median | 278094 |
| Q3 | 366733.75 |
| 95-th percentile | 438218.35 |
| Maximum | 456247 |
| Range | 356245 |
| Interquartile range (IQR) | 177277.25 |
Descriptive statistics
| Standard deviation | 102627.58 |
|---|---|
| Coefficient of variation (CV) | 0.36926649 |
| Kurtosis | -1.1939641 |
| Mean | 277922.79 |
| Median Absolute Deviation (MAD) | 88639 |
| Skewness | 0.0031814113 |
| Sum | 1.389614 × 1010 |
| Variance | 1.0532419 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 384575 | 1 | < 0.1% |
| 342815 | 1 | < 0.1% |
| 272802 | 1 | < 0.1% |
| 156618 | 1 | < 0.1% |
| 409564 | 1 | < 0.1% |
| 262168 | 1 | < 0.1% |
| 152118 | 1 | < 0.1% |
| 334079 | 1 | < 0.1% |
| 343817 | 1 | < 0.1% |
| 447074 | 1 | < 0.1% |
| Other values (49990) | 49990 |
| Value | Count | Frequency (%) |
| 100002 | 1 | |
| 100004 | 1 | |
| 100020 | 1 | |
| 100026 | 1 | |
| 100029 | 1 | |
| 100031 | 1 | |
| 100035 | 1 | |
| 100048 | 1 | |
| 100056 | 1 | |
| 100061 | 1 |
| Value | Count | Frequency (%) |
| 456247 | 1 | |
| 456246 | 1 | |
| 456238 | 1 | |
| 456228 | 1 | |
| 456213 | 1 | |
| 456193 | 1 | |
| 456188 | 1 | |
| 456187 | 1 | |
| 456184 | 1 | |
| 456152 | 1 |
TARGET
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.8 MiB |
| 0 | |
|---|---|
| 1 | 4023 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 45977 | |
| 1 | 4023 | 8.0% |
Length
Common Values (Plot)
NAME_CONTRACT_TYPE
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 MiB |
| Cash loans | |
|---|---|
| Revolving loans |
Length
| Max length | 15 |
|---|---|
| Median length | 10 |
| Mean length | 10.4644 |
| Min length | 10 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Cash loans |
|---|---|
| 2nd row | Cash loans |
| 3rd row | Cash loans |
| 4th row | Cash loans |
| 5th row | Cash loans |
Common Values
| Value | Count | Frequency (%) |
| Cash loans | 45356 | |
| Revolving loans | 4644 | 9.3% |
Length
Common Values (Plot)
CODE_GENDER
Categorical
HIGH CORRELATION 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.8 MiB |
| F | |
|---|---|
| M | |
| XNA | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 1 |
| Mean length | 1.00004 |
| Min length | 1 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | M |
|---|---|
| 2nd row | F |
| 3rd row | F |
| 4th row | F |
| 5th row | M |
Common Values
| Value | Count | Frequency (%) |
| F | 33049 | |
| M | 16950 | |
| XNA | 1 | < 0.1% |
Length
Common Values (Plot)
FLAG_OWN_CAR
Boolean
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 439.5 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 33131 | |
| True | 16869 |
FLAG_OWN_REALTY
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 439.5 KiB |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 34548 | |
| False | 15452 |
CNT_CHILDREN
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.41786 |
| Minimum | 0 |
|---|---|
| Maximum | 12 |
| Zeros | 35052 |
| Zeros (%) | 70.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.72703755 |
|---|---|
| Coefficient of variation (CV) | 1.739907 |
| Kurtosis | 5.8859229 |
| Mean | 0.41786 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.9509105 |
| Sum | 20893 |
| Variance | 0.52858359 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 35052 | |
| 1 | 9921 | 19.8% |
| 2 | 4263 | 8.5% |
| 3 | 656 | 1.3% |
| 4 | 85 | 0.2% |
| 5 | 16 | < 0.1% |
| 7 | 2 | < 0.1% |
| 12 | 2 | < 0.1% |
| 6 | 2 | < 0.1% |
| 8 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 35052 | |
| 1 | 9921 | 19.8% |
| 2 | 4263 | 8.5% |
| 3 | 656 | 1.3% |
| 4 | 85 | 0.2% |
| 5 | 16 | < 0.1% |
| 6 | 2 | < 0.1% |
| 7 | 2 | < 0.1% |
| 8 | 1 | < 0.1% |
| 12 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 12 | 2 | < 0.1% |
| 8 | 1 | < 0.1% |
| 7 | 2 | < 0.1% |
| 6 | 2 | < 0.1% |
| 5 | 16 | < 0.1% |
| 4 | 85 | 0.2% |
| 3 | 656 | 1.3% |
| 2 | 4263 | 8.5% |
| 1 | 9921 | 19.8% |
| 0 | 35052 |
AMT_INCOME_TOTAL
Real number (ℝ)
HIGH CORRELATION  SKEWED 
| Distinct | 759 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 170259.15 |
| Minimum | 26100 |
|---|---|
| Maximum | 1.17 × 108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 26100 |
|---|---|
| 5-th percentile | 67500 |
| Q1 | 112500 |
| median | 147523.5 |
| Q3 | 202500 |
| 95-th percentile | 337500 |
| Maximum | 1.17 × 108 |
| Range | 1.169739 × 108 |
| Interquartile range (IQR) | 90000 |
Descriptive statistics
| Standard deviation | 537220.26 |
|---|---|
| Coefficient of variation (CV) | 3.1553091 |
| Kurtosis | 44761.236 |
| Mean | 170259.15 |
| Median Absolute Deviation (MAD) | 44023.5 |
| Skewness | 206.46811 |
| Sum | 8.5129576 × 109 |
| Variance | 2.886056 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 135000 | 5827 | 11.7% |
| 112500 | 5029 | 10.1% |
| 157500 | 4362 | 8.7% |
| 180000 | 3984 | 8.0% |
| 90000 | 3642 | 7.3% |
| 225000 | 3295 | 6.6% |
| 202500 | 2698 | 5.4% |
| 67500 | 1791 | 3.6% |
| 270000 | 1790 | 3.6% |
| 81000 | 1019 | 2.0% |
| Other values (749) | 16563 |
| Value | Count | Frequency (%) |
| 26100 | 1 | < 0.1% |
| 26550 | 1 | < 0.1% |
| 27000 | 14 | < 0.1% |
| 27585 | 1 | < 0.1% |
| 28350 | 3 | < 0.1% |
| 28800 | 1 | < 0.1% |
| 29133 | 1 | < 0.1% |
| 29250 | 1 | < 0.1% |
| 30150 | 1 | < 0.1% |
| 31500 | 35 |
| Value | Count | Frequency (%) |
| 117000000 | 1 | < 0.1% |
| 18000090 | 1 | < 0.1% |
| 3375000 | 1 | < 0.1% |
| 2930026.5 | 1 | < 0.1% |
| 2250000 | 1 | < 0.1% |
| 2025000 | 2 | |
| 1800000 | 3 | |
| 1755000 | 1 | < 0.1% |
| 1575000 | 3 | |
| 1530000 | 1 | < 0.1% |
AMT_CREDIT
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 3361 |
|---|---|
| Distinct (%) | 6.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 597746.32 |
| Minimum | 45000 |
|---|---|
| Maximum | 4050000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 45000 |
|---|---|
| 5-th percentile | 137538 |
| Q1 | 270000 |
| median | 512338.5 |
| Q3 | 808650 |
| 95-th percentile | 1350000 |
| Maximum | 4050000 |
| Range | 4005000 |
| Interquartile range (IQR) | 538650 |
Descriptive statistics
| Standard deviation | 399917.32 |
|---|---|
| Coefficient of variation (CV) | 0.66904188 |
| Kurtosis | 2.0804677 |
| Mean | 597746.32 |
| Median Absolute Deviation (MAD) | 248652 |
| Skewness | 1.2535691 |
| Sum | 2.9887316 × 1010 |
| Variance | 1.5993386 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 450000 | 1645 | 3.3% |
| 675000 | 1426 | 2.9% |
| 225000 | 1274 | 2.5% |
| 180000 | 1165 | 2.3% |
| 270000 | 1160 | 2.3% |
| 900000 | 1035 | 2.1% |
| 545040 | 740 | 1.5% |
| 254700 | 702 | 1.4% |
| 808650 | 668 | 1.3% |
| 135000 | 580 | 1.2% |
| Other values (3351) | 39605 |
| Value | Count | Frequency (%) |
| 45000 | 38 | |
| 47970 | 46 | |
| 49455 | 4 | < 0.1% |
| 49500 | 5 | < 0.1% |
| 49752 | 3 | < 0.1% |
| 50940 | 68 | |
| 52128 | 17 | < 0.1% |
| 52767 | 4 | < 0.1% |
| 53910 | 11 | < 0.1% |
| 54000 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 4050000 | 2 | < 0.1% |
| 3600000 | 1 | < 0.1% |
| 3312162 | 1 | < 0.1% |
| 3299688 | 1 | < 0.1% |
| 3150000 | 2 | < 0.1% |
| 2961000 | 1 | < 0.1% |
| 2931660 | 1 | < 0.1% |
| 2700000 | 1 | < 0.1% |
| 2695500 | 10 | |
| 2606400 | 3 | < 0.1% |
AMT_ANNUITY
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 8819 |
|---|---|
| Distinct (%) | 17.6% |
| Missing | 2 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27113.516 |
| Minimum | 1980 |
|---|---|
| Maximum | 230161.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 1980 |
|---|---|
| 5-th percentile | 9000 |
| Q1 | 16582.5 |
| median | 24939 |
| Q3 | 34573.5 |
| 95-th percentile | 53190.675 |
| Maximum | 230161.5 |
| Range | 228181.5 |
| Interquartile range (IQR) | 17991 |
Descriptive statistics
| Standard deviation | 14495.194 |
|---|---|
| Coefficient of variation (CV) | 0.53461139 |
| Kurtosis | 9.3133809 |
| Mean | 27113.516 |
| Median Absolute Deviation (MAD) | 8775 |
| Skewness | 1.6896975 |
| Sum | 1.3556216 × 109 |
| Variance | 2.1011066 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9000 | 1015 | 2.0% |
| 13500 | 881 | 1.8% |
| 6750 | 386 | 0.8% |
| 10125 | 321 | 0.6% |
| 37800 | 238 | 0.5% |
| 12375 | 235 | 0.5% |
| 26217 | 235 | 0.5% |
| 20250 | 221 | 0.4% |
| 31653 | 219 | 0.4% |
| 11250 | 215 | 0.4% |
| Other values (8809) | 46032 |
| Value | Count | Frequency (%) |
| 1980 | 2 | |
| 2052 | 1 | |
| 2412 | 1 | |
| 2511 | 1 | |
| 2542.5 | 1 | |
| 2749.5 | 1 | |
| 2857.5 | 1 | |
| 2875.5 | 1 | |
| 2920.5 | 2 | |
| 2974.5 | 1 |
| Value | Count | Frequency (%) |
| 230161.5 | 1 | < 0.1% |
| 225000 | 5 | |
| 220297.5 | 1 | < 0.1% |
| 213291 | 1 | < 0.1% |
| 177696 | 1 | < 0.1% |
| 173574 | 2 | < 0.1% |
| 170986.5 | 1 | < 0.1% |
| 154255.5 | 1 | < 0.1% |
| 150799.5 | 1 | < 0.1% |
| 150489 | 1 | < 0.1% |
AMT_GOODS_PRICE
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 526 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 45 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 536832.84 |
| Minimum | 45000 |
|---|---|
| Maximum | 4050000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 45000 |
|---|---|
| 5-th percentile | 135000 |
| Q1 | 238500 |
| median | 450000 |
| Q3 | 679500 |
| 95-th percentile | 1305000 |
| Maximum | 4050000 |
| Range | 4005000 |
| Interquartile range (IQR) | 441000 |
Descriptive statistics
| Standard deviation | 366613.3 |
|---|---|
| Coefficient of variation (CV) | 0.68291892 |
| Kurtosis | 2.6160259 |
| Mean | 536832.84 |
| Median Absolute Deviation (MAD) | 225000 |
| Skewness | 1.3670136 |
| Sum | 2.6817484 × 1010 |
| Variance | 1.3440531 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 450000 | 4421 | 8.8% |
| 675000 | 4044 | 8.1% |
| 225000 | 4027 | 8.1% |
| 900000 | 2534 | 5.1% |
| 270000 | 1840 | 3.7% |
| 180000 | 1605 | 3.2% |
| 454500 | 1484 | 3.0% |
| 1125000 | 1398 | 2.8% |
| 135000 | 1317 | 2.6% |
| 315000 | 831 | 1.7% |
| Other values (516) | 26454 |
| Value | Count | Frequency (%) |
| 45000 | 197 | |
| 49500 | 29 | 0.1% |
| 54000 | 31 | 0.1% |
| 58500 | 47 | 0.1% |
| 63000 | 21 | < 0.1% |
| 67392 | 2 | < 0.1% |
| 67500 | 251 | |
| 72000 | 22 | < 0.1% |
| 76500 | 50 | 0.1% |
| 81000 | 55 | 0.1% |
| Value | Count | Frequency (%) |
| 4050000 | 2 | < 0.1% |
| 3600000 | 1 | < 0.1% |
| 3150000 | 4 | < 0.1% |
| 2961000 | 1 | < 0.1% |
| 2700000 | 2 | < 0.1% |
| 2547000 | 1 | < 0.1% |
| 2295000 | 1 | < 0.1% |
| 2254500 | 7 | < 0.1% |
| 2250000 | 116 | |
| 2223000 | 1 | < 0.1% |
NAME_TYPE_SUITE
Categorical
IMBALANCE 
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 191 |
| Missing (%) | 0.4% |
| Memory size | 3.3 MiB |
| Unaccompanied | |
|---|---|
| Family | |
| Spouse, partner | 1791 |
| Children | 546 |
| Other_B | 291 |
| Other values (2) | 165 |
Length
| Max length | 15 |
|---|---|
| Median length | 13 |
| Mean length | 12.055914 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Unaccompanied |
|---|---|
| 2nd row | Unaccompanied |
| 3rd row | Unaccompanied |
| 4th row | Unaccompanied |
| 5th row | Unaccompanied |
Common Values
| Value | Count | Frequency (%) |
| Unaccompanied | 40524 | |
| Family | 6492 | 13.0% |
| Spouse, partner | 1791 | 3.6% |
| Children | 546 | 1.1% |
| Other_B | 291 | 0.6% |
| Other_A | 127 | 0.3% |
| Group of people | 38 | 0.1% |
| (Missing) | 191 | 0.4% |
Length
Common Values (Plot)
NAME_INCOME_TYPE
Categorical
HIGH CORRELATION 
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 MiB |
| Working | |
|---|---|
| Commercial associate | |
| Pensioner | |
| State servant | |
| Maternity leave | 3 |
| Other values (3) | 5 |
Length
| Max length | 20 |
|---|---|
| Median length | 7 |
| Mean length | 10.80914 |
| Min length | 7 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Commercial associate |
|---|---|
| 2nd row | Commercial associate |
| 3rd row | Working |
| 4th row | State servant |
| 5th row | Working |
Common Values
| Value | Count | Frequency (%) |
| Working | 25844 | |
| Commercial associate | 11645 | |
| Pensioner | 8995 | 18.0% |
| State servant | 3508 | 7.0% |
| Maternity leave | 3 | < 0.1% |
| Student | 2 | < 0.1% |
| Unemployed | 2 | < 0.1% |
| Businessman | 1 | < 0.1% |
Length
Common Values (Plot)
NAME_EDUCATION_TYPE
Categorical
IMBALANCE 
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.9 MiB |
| Secondary / secondary special | |
|---|---|
| Higher education | |
| Incomplete higher | 1685 |
| Lower secondary | 597 |
| Academic degree | 29 |
Length
| Max length | 29 |
|---|---|
| Median length | 29 |
| Mean length | 25.28966 |
| Min length | 15 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Secondary / secondary special |
|---|---|
| 2nd row | Higher education |
| 3rd row | Secondary / secondary special |
| 4th row | Secondary / secondary special |
| 5th row | Secondary / secondary special |
Common Values
| Value | Count | Frequency (%) |
| Secondary / secondary special | 35648 | |
| Higher education | 12041 | 24.1% |
| Incomplete higher | 1685 | 3.4% |
| Lower secondary | 597 | 1.2% |
| Academic degree | 29 | 0.1% |
Length
Common Values (Plot)
NAME_FAMILY_STATUS
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 MiB |
| Married | |
|---|---|
| Single / not married | |
| Civil marriage | |
| Separated | |
| Widow | 2717 |
Length
| Max length | 20 |
|---|---|
| Median length | 7 |
| Mean length | 9.64168 |
| Min length | 5 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Married |
|---|---|
| 2nd row | Single / not married |
| 3rd row | Married |
| 4th row | Widow |
| 5th row | Single / not married |
Common Values
| Value | Count | Frequency (%) |
| Married | 31760 | |
| Single / not married | 7499 | 15.0% |
| Civil marriage | 4797 | 9.6% |
| Separated | 3226 | 6.5% |
| Widow | 2717 | 5.4% |
| Unknown | 1 | < 0.1% |
Length
Common Values (Plot)
NAME_HOUSING_TYPE
Categorical
IMBALANCE 
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.5 MiB |
| House / apartment | |
|---|---|
| With parents | 2456 |
| Municipal apartment | 1859 |
| Rented apartment | 795 |
| Office apartment | 422 |
Length
| Max length | 19 |
|---|---|
| Median length | 17 |
| Mean length | 16.79742 |
| Min length | 12 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | House / apartment |
|---|---|
| 2nd row | House / apartment |
| 3rd row | House / apartment |
| 4th row | House / apartment |
| 5th row | House / apartment |
Common Values
| Value | Count | Frequency (%) |
| House / apartment | 44293 | |
| With parents | 2456 | 4.9% |
| Municipal apartment | 1859 | 3.7% |
| Rented apartment | 795 | 1.6% |
| Office apartment | 422 | 0.8% |
| Co-op apartment | 175 | 0.4% |
Length
Common Values (Plot)
REGION_POPULATION_RELATIVE
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 81 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.020894146 |
| Minimum | 0.00029 |
|---|---|
| Maximum | 0.072508 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0.00029 |
|---|---|
| 5-th percentile | 0.00496 |
| Q1 | 0.010006 |
| median | 0.01885 |
| Q3 | 0.028663 |
| 95-th percentile | 0.04622 |
| Maximum | 0.072508 |
| Range | 0.072218 |
| Interquartile range (IQR) | 0.018657 |
Descriptive statistics
| Standard deviation | 0.013868723 |
|---|---|
| Coefficient of variation (CV) | 0.66376116 |
| Kurtosis | 3.3078851 |
| Mean | 0.020894146 |
| Median Absolute Deviation (MAD) | 0.008844 |
| Skewness | 1.5003819 |
| Sum | 1044.7073 |
| Variance | 0.00019234147 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.035792 | 2669 | 5.3% |
| 0.04622 | 2124 | 4.2% |
| 0.030755 | 2005 | 4.0% |
| 0.026392 | 1928 | 3.9% |
| 0.025164 | 1922 | 3.8% |
| 0.028663 | 1858 | 3.7% |
| 0.031329 | 1804 | 3.6% |
| 0.019101 | 1437 | 2.9% |
| 0.072508 | 1404 | 2.8% |
| 0.020713 | 1283 | 2.6% |
| Other values (71) | 31566 |
| Value | Count | Frequency (%) |
| 0.00029 | 1 | < 0.1% |
| 0.000533 | 10 | < 0.1% |
| 0.000938 | 5 | < 0.1% |
| 0.001276 | 80 | 0.2% |
| 0.001333 | 33 | 0.1% |
| 0.001417 | 68 | 0.1% |
| 0.002042 | 275 | |
| 0.002134 | 163 | |
| 0.002506 | 166 | |
| 0.003069 | 304 |
| Value | Count | Frequency (%) |
| 0.072508 | 1404 | |
| 0.04622 | 2124 | |
| 0.035792 | 2669 | |
| 0.032561 | 1063 | 2.1% |
| 0.031329 | 1804 | |
| 0.030755 | 2005 | |
| 0.028663 | 1858 | |
| 0.026392 | 1928 | |
| 0.025164 | 1922 | |
| 0.02461 | 1069 |
DAYS_BIRTH
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 15739 |
|---|---|
| Distinct (%) | 31.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -16037.229 |
| Minimum | -25197 |
|---|---|
| Maximum | -7673 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 50000 |
| Negative (%) | 100.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | -25197 |
|---|---|
| 5-th percentile | -23216 |
| Q1 | -19681 |
| median | -15748 |
| Q3 | -12415 |
| 95-th percentile | -9405.95 |
| Maximum | -7673 |
| Range | 17524 |
| Interquartile range (IQR) | 7266 |
Descriptive statistics
| Standard deviation | 4370.8137 |
|---|---|
| Coefficient of variation (CV) | -0.27254171 |
| Kurtosis | -1.0487904 |
| Mean | -16037.229 |
| Median Absolute Deviation (MAD) | 3625 |
| Skewness | -0.1183752 |
| Sum | -8.0186143 × 108 |
| Variance | 19104013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -17329 | 13 | < 0.1% |
| -19807 | 12 | < 0.1% |
| -13577 | 12 | < 0.1% |
| -15787 | 12 | < 0.1% |
| -11566 | 11 | < 0.1% |
| -13427 | 11 | < 0.1% |
| -14267 | 11 | < 0.1% |
| -14547 | 11 | < 0.1% |
| -15561 | 11 | < 0.1% |
| -20292 | 11 | < 0.1% |
| Other values (15729) | 49885 |
| Value | Count | Frequency (%) |
| -25197 | 1 | |
| -25192 | 1 | |
| -25191 | 1 | |
| -25175 | 1 | |
| -25166 | 1 | |
| -25161 | 1 | |
| -25159 | 1 | |
| -25152 | 1 | |
| -25150 | 1 | |
| -25140 | 2 |
| Value | Count | Frequency (%) |
| -7673 | 1 | |
| -7680 | 1 | |
| -7688 | 2 | |
| -7692 | 1 | |
| -7694 | 1 | |
| -7695 | 1 | |
| -7696 | 1 | |
| -7698 | 2 | |
| -7700 | 1 | |
| -7701 | 1 |
DAYS_EMPLOYED
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 8038 |
|---|---|
| Distinct (%) | 16.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 63756.103 |
| Minimum | -16852 |
|---|---|
| Maximum | 365243 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 41004 |
| Negative (%) | 82.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | -16852 |
|---|---|
| 5-th percentile | -6697 |
| Q1 | -2779.25 |
| median | -1220 |
| Q3 | -292 |
| 95-th percentile | 365243 |
| Maximum | 365243 |
| Range | 382095 |
| Interquartile range (IQR) | 2487.25 |
Descriptive statistics
| Standard deviation | 141231.88 |
|---|---|
| Coefficient of variation (CV) | 2.2151899 |
| Kurtosis | 0.77624217 |
| Mean | 63756.103 |
| Median Absolute Deviation (MAD) | 1099 |
| Skewness | 1.6657328 |
| Sum | 3.1878052 × 109 |
| Variance | 1.9946443 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 365243 | 8996 | 18.0% |
| -229 | 37 | 0.1% |
| -222 | 32 | 0.1% |
| -116 | 31 | 0.1% |
| -212 | 29 | 0.1% |
| -147 | 28 | 0.1% |
| -214 | 28 | 0.1% |
| -141 | 27 | 0.1% |
| -206 | 26 | 0.1% |
| -268 | 26 | 0.1% |
| Other values (8028) | 40740 |
| Value | Count | Frequency (%) |
| -16852 | 1 | |
| -16836 | 1 | |
| -16607 | 1 | |
| -16495 | 1 | |
| -16358 | 1 | |
| -16352 | 1 | |
| -16221 | 1 | |
| -16169 | 1 | |
| -16113 | 1 | |
| -16061 | 1 |
| Value | Count | Frequency (%) |
| 365243 | 8996 | |
| -3 | 3 | < 0.1% |
| -4 | 1 | < 0.1% |
| -9 | 1 | < 0.1% |
| -11 | 1 | < 0.1% |
| -12 | 2 | < 0.1% |
| -13 | 2 | < 0.1% |
| -15 | 1 | < 0.1% |
| -16 | 1 | < 0.1% |
| -18 | 1 | < 0.1% |
DAYS_REGISTRATION
Real number (ℝ)
| Distinct | 12745 |
|---|---|
| Distinct (%) | 25.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -4999.7653 |
| Minimum | -24672 |
|---|---|
| Maximum | 0 |
| Zeros | 19 |
| Zeros (%) | < 0.1% |
| Negative | 49981 |
| Negative (%) | > 99.9% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | -24672 |
|---|---|
| 5-th percentile | -11446.05 |
| Q1 | -7492.25 |
| median | -4506 |
| Q3 | -2037 |
| 95-th percentile | -330 |
| Maximum | 0 |
| Range | 24672 |
| Interquartile range (IQR) | 5455.25 |
Descriptive statistics
| Standard deviation | 3531.7141 |
|---|---|
| Coefficient of variation (CV) | -0.70637597 |
| Kurtosis | -0.26327216 |
| Mean | -4999.7653 |
| Median Absolute Deviation (MAD) | 2686 |
| Skewness | -0.60770523 |
| Sum | -2.4998827 × 108 |
| Variance | 12473004 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 19 | < 0.1% |
| -6 | 18 | < 0.1% |
| -4647 | 18 | < 0.1% |
| -4 | 17 | < 0.1% |
| -4774 | 16 | < 0.1% |
| -610 | 16 | < 0.1% |
| -1 | 16 | < 0.1% |
| -7 | 15 | < 0.1% |
| -840 | 15 | < 0.1% |
| -88 | 15 | < 0.1% |
| Other values (12735) | 49835 |
| Value | Count | Frequency (%) |
| -24672 | 1 | |
| -23738 | 1 | |
| -22392 | 1 | |
| -20981 | 1 | |
| -20560 | 1 | |
| -20452 | 1 | |
| -19504 | 1 | |
| -19207 | 1 | |
| -19183 | 1 | |
| -18660 | 2 |
| Value | Count | Frequency (%) |
| 0 | 19 | |
| -1 | 16 | |
| -2 | 10 | |
| -3 | 12 | |
| -4 | 17 | |
| -5 | 12 | |
| -6 | 18 | |
| -7 | 15 | |
| -8 | 6 | < 0.1% |
| -9 | 12 |
DAYS_ID_PUBLISH
Real number (ℝ)
| Distinct | 5760 |
|---|---|
| Distinct (%) | 11.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -2996.2317 |
| Minimum | -6263 |
|---|---|
| Maximum | 0 |
| Zeros | 3 |
| Zeros (%) | < 0.1% |
| Negative | 49997 |
| Negative (%) | > 99.9% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | -6263 |
|---|---|
| 5-th percentile | -4944.05 |
| Q1 | -4308 |
| median | -3257 |
| Q3 | -1724 |
| 95-th percentile | -376 |
| Maximum | 0 |
| Range | 6263 |
| Interquartile range (IQR) | 2584 |
Descriptive statistics
| Standard deviation | 1510.5669 |
|---|---|
| Coefficient of variation (CV) | -0.50415557 |
| Kurtosis | -1.1103451 |
| Mean | -2996.2317 |
| Median Absolute Deviation (MAD) | 1192 |
| Skewness | 0.34581177 |
| Sum | -1.4981159 × 108 |
| Variance | 2281812.4 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -4095 | 39 | 0.1% |
| -4073 | 35 | 0.1% |
| -4053 | 31 | 0.1% |
| -4473 | 30 | 0.1% |
| -4151 | 30 | 0.1% |
| -4285 | 30 | 0.1% |
| -4382 | 30 | 0.1% |
| -4355 | 29 | 0.1% |
| -4145 | 29 | 0.1% |
| -4187 | 29 | 0.1% |
| Other values (5750) | 49688 |
| Value | Count | Frequency (%) |
| -6263 | 1 | |
| -6233 | 1 | |
| -6226 | 1 | |
| -6216 | 1 | |
| -6211 | 1 | |
| -6207 | 1 | |
| -6206 | 1 | |
| -6197 | 1 | |
| -6183 | 1 | |
| -6175 | 1 |
| Value | Count | Frequency (%) |
| 0 | 3 | < 0.1% |
| -1 | 7 | |
| -2 | 9 | |
| -3 | 9 | |
| -4 | 13 | |
| -5 | 13 | |
| -6 | 13 | |
| -7 | 17 | |
| -8 | 16 | |
| -9 | 5 | < 0.1% |
OWN_CAR_AGE
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 55 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 33132 |
| Missing (%) | 66.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.161371 |
| Minimum | 0 |
|---|---|
| Maximum | 65 |
| Zeros | 343 |
| Zeros (%) | 0.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 5 |
| median | 9 |
| Q3 | 15 |
| 95-th percentile | 30 |
| Maximum | 65 |
| Range | 65 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 12.082861 |
|---|---|
| Coefficient of variation (CV) | 0.99354437 |
| Kurtosis | 8.9505742 |
| Mean | 12.161371 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 2.7176945 |
| Sum | 205138 |
| Variance | 145.99554 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 1202 | 2.4% |
| 6 | 1037 | 2.1% |
| 3 | 1005 | 2.0% |
| 2 | 986 | 2.0% |
| 8 | 965 | 1.9% |
| 4 | 914 | 1.8% |
| 1 | 831 | 1.7% |
| 9 | 772 | 1.5% |
| 10 | 749 | 1.5% |
| 13 | 735 | 1.5% |
| Other values (45) | 7672 | 15.3% |
| (Missing) | 33132 |
| Value | Count | Frequency (%) |
| 0 | 343 | 0.7% |
| 1 | 831 | |
| 2 | 986 | |
| 3 | 1005 | |
| 4 | 914 | |
| 5 | 543 | |
| 6 | 1037 | |
| 7 | 1202 | |
| 8 | 965 | |
| 9 | 772 |
| Value | Count | Frequency (%) |
| 65 | 152 | 0.3% |
| 64 | 406 | |
| 56 | 1 | < 0.1% |
| 54 | 1 | < 0.1% |
| 51 | 1 | < 0.1% |
| 50 | 1 | < 0.1% |
| 49 | 1 | < 0.1% |
| 47 | 1 | < 0.1% |
| 46 | 1 | < 0.1% |
| 45 | 1 | < 0.1% |
FLAG_MOBIL
Categorical
CONSTANT 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.8 MiB |
| 1 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 50000 |
Length
Common Values (Plot)
FLAG_EMP_PHONE
Categorical
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.8 MiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 41003 | |
| 0 | 8997 | 18.0% |
Length
Common Values (Plot)
FLAG_WORK_PHONE
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.8 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 39988 | |
| 1 | 10012 | 20.0% |
Length
Common Values (Plot)
FLAG_CONT_MOBILE
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.8 MiB |
| 1 | |
|---|---|
| 0 | 96 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 49904 | |
| 0 | 96 | 0.2% |
Length
Common Values (Plot)
FLAG_PHONE
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.8 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 35926 | |
| 1 | 14074 | 28.1% |
Length
Common Values (Plot)
FLAG_EMAIL
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.8 MiB |
| 0 | |
|---|---|
| 1 | 2817 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 47183 | |
| 1 | 2817 | 5.6% |
Length
Common Values (Plot)
OCCUPATION_TYPE
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 18 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 15701 |
| Missing (%) | 31.4% |
| Memory size | 3.2 MiB |
| Laborers | |
|---|---|
| Sales staff | |
| Core staff | |
| Managers | |
| Drivers | |
| Other values (13) |
Length
| Max length | 21 |
|---|---|
| Median length | 20 |
| Mean length | 10.549025 |
| Min length | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Sales staff |
|---|---|
| 2nd row | Managers |
| 3rd row | Sales staff |
| 4th row | High skill tech staff |
| 5th row | Laborers |
Common Values
| Value | Count | Frequency (%) |
| Laborers | 8913 | |
| Sales staff | 5268 | 10.5% |
| Core staff | 4466 | 8.9% |
| Managers | 3447 | 6.9% |
| Drivers | 3019 | 6.0% |
| High skill tech staff | 1788 | 3.6% |
| Accountants | 1594 | 3.2% |
| Medicine staff | 1380 | 2.8% |
| Security staff | 1113 | 2.2% |
| Cooking staff | 1008 | 2.0% |
| Other values (8) | 2303 | 4.6% |
| (Missing) | 15701 |
Length
CNT_FAM_MEMBERS
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.149023 |
| Minimum | 1 |
|---|---|
| Maximum | 14 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 4 |
| Maximum | 14 |
| Range | 13 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.91837157 |
|---|---|
| Coefficient of variation (CV) | 0.42734376 |
| Kurtosis | 2.2588014 |
| Mean | 2.149023 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.99381079 |
| Sum | 107449 |
| Variance | 0.84340633 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 25540 | |
| 1 | 11265 | |
| 3 | 8536 | 17.1% |
| 4 | 3942 | 7.9% |
| 5 | 613 | 1.2% |
| 6 | 81 | 0.2% |
| 7 | 15 | < 0.1% |
| 9 | 2 | < 0.1% |
| 14 | 2 | < 0.1% |
| 8 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 11265 | |
| 2 | 25540 | |
| 3 | 8536 | 17.1% |
| 4 | 3942 | 7.9% |
| 5 | 613 | 1.2% |
| 6 | 81 | 0.2% |
| 7 | 15 | < 0.1% |
| 8 | 2 | < 0.1% |
| 9 | 2 | < 0.1% |
| 10 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 14 | 2 | < 0.1% |
| 10 | 1 | < 0.1% |
| 9 | 2 | < 0.1% |
| 8 | 2 | < 0.1% |
| 7 | 15 | < 0.1% |
| 6 | 81 | 0.2% |
| 5 | 613 | 1.2% |
| 4 | 3942 | 7.9% |
| 3 | 8536 | 17.1% |
| 2 | 25540 |
REGION_RATING_CLIENT
Categorical
HIGH CORRELATION 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.8 MiB |
| 2 | |
|---|---|
| 3 | |
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 3 |
| 3rd row | 2 |
| 4th row | 1 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 36942 | |
| 3 | 7847 | 15.7% |
| 1 | 5211 | 10.4% |
Length
Common Values (Plot)
REGION_RATING_CLIENT_W_CITY
Categorical
HIGH CORRELATION 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.8 MiB |
| 2 | |
|---|---|
| 3 | |
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 3 |
| 3rd row | 2 |
| 4th row | 1 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 37355 | |
| 3 | 7107 | 14.2% |
| 1 | 5538 | 11.1% |
Length
Common Values (Plot)
WEEKDAY_APPR_PROCESS_START
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.1 MiB |
| TUESDAY | |
|---|---|
| WEDNESDAY | |
| FRIDAY | |
| MONDAY | |
| THURSDAY | |
| Other values (2) |
Length
| Max length | 9 |
|---|---|
| Median length | 8 |
| Mean length | 7.22394 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | THURSDAY |
|---|---|
| 2nd row | THURSDAY |
| 3rd row | TUESDAY |
| 4th row | FRIDAY |
| 5th row | WEDNESDAY |
Common Values
| Value | Count | Frequency (%) |
| TUESDAY | 8791 | |
| WEDNESDAY | 8456 | |
| FRIDAY | 8288 | |
| MONDAY | 8232 | |
| THURSDAY | 8108 | |
| SATURDAY | 5411 | |
| SUNDAY | 2714 | 5.4% |
Length
Common Values (Plot)
HOUR_APPR_PROCESS_START
Real number (ℝ)
| Distinct | 24 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.05524 |
| Minimum | 0 |
|---|---|
| Maximum | 23 |
| Zeros | 6 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 10 |
| median | 12 |
| Q3 | 14 |
| 95-th percentile | 17 |
| Maximum | 23 |
| Range | 23 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.2566978 |
|---|---|
| Coefficient of variation (CV) | 0.2701479 |
| Kurtosis | -0.19281397 |
| Mean | 12.05524 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.015995178 |
| Sum | 602762 |
| Variance | 10.606081 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 6191 | |
| 11 | 6030 | |
| 12 | 5678 | |
| 13 | 4986 | |
| 14 | 4531 | |
| 9 | 4459 | |
| 15 | 3965 | |
| 16 | 3312 | |
| 8 | 2457 | 4.9% |
| 17 | 2421 | 4.8% |
| Other values (14) | 5970 |
| Value | Count | Frequency (%) |
| 0 | 6 | < 0.1% |
| 1 | 12 | < 0.1% |
| 2 | 44 | 0.1% |
| 3 | 199 | 0.4% |
| 4 | 323 | 0.6% |
| 5 | 603 | 1.2% |
| 6 | 942 | 1.9% |
| 7 | 1495 | 3.0% |
| 8 | 2457 | |
| 9 | 4459 |
| Value | Count | Frequency (%) |
| 23 | 7 | < 0.1% |
| 22 | 19 | < 0.1% |
| 21 | 73 | 0.1% |
| 20 | 216 | 0.4% |
| 19 | 612 | 1.2% |
| 18 | 1419 | 2.8% |
| 17 | 2421 | |
| 16 | 3312 | |
| 15 | 3965 | |
| 14 | 4531 |
REG_REGION_NOT_LIVE_REGION
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.8 MiB |
| 0 | |
|---|---|
| 1 | 759 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 49241 | |
| 1 | 759 | 1.5% |
Length
Common Values (Plot)
REG_REGION_NOT_WORK_REGION
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.8 MiB |
| 0 | |
|---|---|
| 1 | 2521 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 47479 | |
| 1 | 2521 | 5.0% |
Length
Common Values (Plot)
LIVE_REGION_NOT_WORK_REGION
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.8 MiB |
| 0 | |
|---|---|
| 1 | 2023 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 47977 | |
| 1 | 2023 | 4.0% |
Length
Common Values (Plot)
REG_CITY_NOT_LIVE_CITY
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.8 MiB |
| 0 | |
|---|---|
| 1 | 3852 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 46148 | |
| 1 | 3852 | 7.7% |
Length
Common Values (Plot)
REG_CITY_NOT_WORK_CITY
Categorical
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.8 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 38478 | |
| 1 | 11522 | 23.0% |
Length
Common Values (Plot)
LIVE_CITY_NOT_WORK_CITY
Categorical
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.8 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 40983 | |
| 1 | 9017 | 18.0% |
Length
Common Values (Plot)
| Distinct | 58 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.3 MiB |
Length
| Max length | 22 |
|---|---|
| Median length | 17 |
| Mean length | 12.52764 |
| Min length | 3 |
Characters and Unicode
| Total characters | 626382 |
|---|---|
| Distinct characters | 52 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Business Entity Type 3 |
|---|---|
| 2nd row | Business Entity Type 3 |
| 3rd row | Self-employed |
| 4th row | Business Entity Type 3 |
| 5th row | Business Entity Type 3 |
| Value | Count | Frequency (%) |
| type | 19940 | |
| business | 13745 | |
| entity | 13745 | |
| 3 | 12460 | |
| xna | 8996 | |
| self-employed | 6258 | 6.0% |
| other | 2669 | 2.6% |
| 2 | 2415 | 2.3% |
| trade | 2376 | 2.3% |
| industry | 2342 | 2.3% |
| Other values (40) | 19028 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 70914 | 11.3% |
| 53974 | 8.6% | |
| t | 48885 | 7.8% |
| s | 48566 | 7.8% |
| y | 44053 | 7.0% |
| n | 42920 | 6.9% |
| i | 38559 | 6.2% |
| p | 27675 | 4.4% |
| u | 19771 | 3.2% |
| r | 18972 | 3.0% |
| Other values (42) | 212093 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 626382 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 70914 | 11.3% |
| 53974 | 8.6% | |
| t | 48885 | 7.8% |
| s | 48566 | 7.8% |
| y | 44053 | 7.0% |
| n | 42920 | 6.9% |
| i | 38559 | 6.2% |
| p | 27675 | 4.4% |
| u | 19771 | 3.2% |
| r | 18972 | 3.0% |
| Other values (42) | 212093 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 626382 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 70914 | 11.3% |
| 53974 | 8.6% | |
| t | 48885 | 7.8% |
| s | 48566 | 7.8% |
| y | 44053 | 7.0% |
| n | 42920 | 6.9% |
| i | 38559 | 6.2% |
| p | 27675 | 4.4% |
| u | 19771 | 3.2% |
| r | 18972 | 3.0% |
| Other values (42) | 212093 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 626382 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 70914 | 11.3% |
| 53974 | 8.6% | |
| t | 48885 | 7.8% |
| s | 48566 | 7.8% |
| y | 44053 | 7.0% |
| n | 42920 | 6.9% |
| i | 38559 | 6.2% |
| p | 27675 | 4.4% |
| u | 19771 | 3.2% |
| r | 18972 | 3.0% |
| Other values (42) | 212093 |
EXT_SOURCE_1
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 21078 |
|---|---|
| Distinct (%) | 97.5% |
| Missing | 28392 |
| Missing (%) | 56.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.50204194 |
| Minimum | 0.015052921 |
|---|---|
| Maximum | 0.96269277 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0.015052921 |
|---|---|
| 5-th percentile | 0.15577736 |
| Q1 | 0.33553587 |
| median | 0.50560131 |
| Q3 | 0.67510107 |
| 95-th percentile | 0.83053878 |
| Maximum | 0.96269277 |
| Range | 0.94763985 |
| Interquartile range (IQR) | 0.3395652 |
Descriptive statistics
| Standard deviation | 0.21126249 |
|---|---|
| Coefficient of variation (CV) | 0.42080646 |
| Kurtosis | -0.95816266 |
| Mean | 0.50204194 |
| Median Absolute Deviation (MAD) | 0.16966842 |
| Skewness | -0.07917469 |
| Sum | 10848.122 |
| Variance | 0.044631839 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.6449668361 | 3 | < 0.1% |
| 0.6491858113 | 3 | < 0.1% |
| 0.3000218043 | 3 | < 0.1% |
| 0.7329225184 | 3 | < 0.1% |
| 0.6062578821 | 3 | < 0.1% |
| 0.4534981223 | 3 | < 0.1% |
| 0.7101563022 | 3 | < 0.1% |
| 0.7311782264 | 3 | < 0.1% |
| 0.510962057 | 3 | < 0.1% |
| 0.7160984065 | 3 | < 0.1% |
| Other values (21068) | 21578 | |
| (Missing) | 28392 |
| Value | Count | Frequency (%) |
| 0.0150529213 | 1 | |
| 0.01560008058 | 1 | |
| 0.01739440941 | 1 | |
| 0.01789680481 | 1 | |
| 0.02093879214 | 1 | |
| 0.02138185152 | 1 | |
| 0.02148251796 | 1 | |
| 0.02319764458 | 1 | |
| 0.02360530448 | 1 | |
| 0.02384526275 | 1 |
| Value | Count | Frequency (%) |
| 0.9626927706 | 1 | |
| 0.9460976144 | 1 | |
| 0.9419858745 | 1 | |
| 0.9414327203 | 1 | |
| 0.9381898537 | 1 | |
| 0.9375004297 | 1 | |
| 0.9362974713 | 1 | |
| 0.9348030385 | 1 | |
| 0.9347469876 | 1 | |
| 0.9339095586 | 1 |
EXT_SOURCE_2
Real number (ℝ)
| Distinct | 39374 |
|---|---|
| Distinct (%) | 78.9% |
| Missing | 103 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5146893 |
| Minimum | 5.6003377 × 10-6 |
|---|---|
| Maximum | 0.85499967 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 5.6003377 × 10-6 |
|---|---|
| 5-th percentile | 0.13387063 |
| Q1 | 0.39356855 |
| median | 0.56620314 |
| Q3 | 0.66326065 |
| 95-th percentile | 0.74759305 |
| Maximum | 0.85499967 |
| Range | 0.85499407 |
| Interquartile range (IQR) | 0.2696921 |
Descriptive statistics
| Standard deviation | 0.19071616 |
|---|---|
| Coefficient of variation (CV) | 0.3705462 |
| Kurtosis | -0.25517065 |
| Mean | 0.5146893 |
| Median Absolute Deviation (MAD) | 0.117991 |
| Skewness | -0.80079554 |
| Sum | 25681.452 |
| Variance | 0.036372654 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.2858978721 | 105 | 0.2% |
| 0.2652563402 | 64 | 0.1% |
| 0.1596792335 | 64 | 0.1% |
| 0.2622583692 | 63 | 0.1% |
| 0.2665197754 | 49 | 0.1% |
| 0.2653117485 | 48 | 0.1% |
| 0.162192106 | 42 | 0.1% |
| 0.263143591 | 38 | 0.1% |
| 0.1631870355 | 34 | 0.1% |
| 0.1621445677 | 33 | 0.1% |
| Other values (39364) | 49357 | |
| (Missing) | 103 | 0.2% |
| Value | Count | Frequency (%) |
| 5.600337749 × 10-6 | 1 | |
| 5.939650929 × 10-6 | 1 | |
| 1.27231438 × 10-5 | 1 | |
| 2.275597911 × 10-5 | 1 | |
| 2.278436039 × 10-5 | 1 | |
| 3.485476828 × 10-5 | 1 | |
| 3.585274029 × 10-5 | 1 | |
| 7.364388802 × 10-5 | 1 | |
| 0.0001309399235 | 1 | |
| 0.0001353973014 | 1 |
| Value | Count | Frequency (%) |
| 0.8549996664 | 6 | |
| 0.8133415671 | 1 | < 0.1% |
| 0.8130226498 | 1 | < 0.1% |
| 0.8129461802 | 1 | < 0.1% |
| 0.8119732555 | 1 | < 0.1% |
| 0.8118697375 | 1 | < 0.1% |
| 0.8112711485 | 1 | < 0.1% |
| 0.8106610299 | 1 | < 0.1% |
| 0.8100729529 | 1 | < 0.1% |
| 0.8098811062 | 1 | < 0.1% |
EXT_SOURCE_3
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 729 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 9904 |
| Missing (%) | 19.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.51016644 |
| Minimum | 0.00052726524 |
|---|---|
| Maximum | 0.8876642 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0.00052726524 |
|---|---|
| 5-th percentile | 0.15380259 |
| Q1 | 0.36896874 |
| median | 0.53527625 |
| Q3 | 0.66905669 |
| 95-th percentile | 0.78626661 |
| Maximum | 0.8876642 |
| Range | 0.88713694 |
| Interquartile range (IQR) | 0.30008796 |
Descriptive statistics
| Standard deviation | 0.19487543 |
|---|---|
| Coefficient of variation (CV) | 0.38198403 |
| Kurtosis | -0.66857367 |
| Mean | 0.51016644 |
| Median Absolute Deviation (MAD) | 0.14593746 |
| Skewness | -0.40496928 |
| Sum | 20455.633 |
| Variance | 0.037976434 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.7463002131 | 242 | 0.5% |
| 0.7136313997 | 222 | 0.4% |
| 0.5549467685 | 202 | 0.4% |
| 0.6894791426 | 196 | 0.4% |
| 0.6940926425 | 190 | 0.4% |
| 0.6706517531 | 188 | 0.4% |
| 0.5814837058 | 184 | 0.4% |
| 0.5954562029 | 182 | 0.4% |
| 0.7062051097 | 181 | 0.4% |
| 0.652896552 | 176 | 0.4% |
| Other values (719) | 38133 | |
| (Missing) | 9904 | 19.8% |
| Value | Count | Frequency (%) |
| 0.0005272652387 | 142 | |
| 0.01394846558 | 1 | < 0.1% |
| 0.01414826552 | 1 | < 0.1% |
| 0.02372083083 | 1 | < 0.1% |
| 0.02388843609 | 3 | < 0.1% |
| 0.02439821254 | 1 | < 0.1% |
| 0.02581001068 | 1 | < 0.1% |
| 0.02617520693 | 1 | < 0.1% |
| 0.02635968594 | 3 | < 0.1% |
| 0.02654542968 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.8876642018 | 1 | < 0.1% |
| 0.8825303128 | 6 | |
| 0.8802684804 | 7 | |
| 0.878739767 | 2 | < 0.1% |
| 0.8771942582 | 2 | < 0.1% |
| 0.8748442527 | 2 | < 0.1% |
| 0.8692108009 | 2 | < 0.1% |
| 0.8667312343 | 3 | < 0.1% |
| 0.8658959153 | 14 | |
| 0.8650561757 | 5 | < 0.1% |
APARTMENTS_AVG
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 1496 |
|---|---|
| Distinct (%) | 6.1% |
| Missing | 25299 |
| Missing (%) | 50.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.11729819 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 116 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0082 |
| Q1 | 0.0577 |
| median | 0.0872 |
| Q3 | 0.1485 |
| 95-th percentile | 0.3268 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.0908 |
Descriptive statistics
| Standard deviation | 0.10757251 |
|---|---|
| Coefficient of variation (CV) | 0.9170859 |
| Kurtosis | 10.767666 |
| Mean | 0.11729819 |
| Median Absolute Deviation (MAD) | 0.0439 |
| Skewness | 2.5668914 |
| Sum | 2897.3825 |
| Variance | 0.011571845 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.0825 | 1070 | 2.1% |
| 0.0619 | 1031 | 2.1% |
| 0.0928 | 699 | 1.4% |
| 0.0722 | 621 | 1.2% |
| 0.0082 | 556 | 1.1% |
| 0.0165 | 521 | 1.0% |
| 0.1031 | 473 | 0.9% |
| 0.1485 | 444 | 0.9% |
| 0.0124 | 428 | 0.9% |
| 0.1237 | 380 | 0.8% |
| Other values (1486) | 18478 | |
| (Missing) | 25299 |
| Value | Count | Frequency (%) |
| 0 | 116 | |
| 0.001 | 33 | 0.1% |
| 0.0015 | 2 | < 0.1% |
| 0.0021 | 131 | |
| 0.0026 | 4 | < 0.1% |
| 0.0027 | 1 | < 0.1% |
| 0.0031 | 62 | 0.1% |
| 0.0036 | 2 | < 0.1% |
| 0.0038 | 1 | < 0.1% |
| 0.0041 | 158 |
| Value | Count | Frequency (%) |
| 1 | 21 | |
| 0.9876 | 2 | < 0.1% |
| 0.9814 | 2 | < 0.1% |
| 0.966 | 1 | < 0.1% |
| 0.9485 | 1 | < 0.1% |
| 0.9247 | 1 | < 0.1% |
| 0.9072 | 1 | < 0.1% |
| 0.901 | 1 | < 0.1% |
| 0.8979 | 1 | < 0.1% |
| 0.8938 | 1 | < 0.1% |
BASEMENTAREA_AVG
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 2745 |
|---|---|
| Distinct (%) | 13.2% |
| Missing | 29226 |
| Missing (%) | 58.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.087874781 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 2403 |
| Zeros (%) | 4.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.0443 |
| median | 0.0764 |
| Q3 | 0.1118 |
| 95-th percentile | 0.220535 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.0675 |
Descriptive statistics
| Standard deviation | 0.081040313 |
|---|---|
| Coefficient of variation (CV) | 0.92222492 |
| Kurtosis | 27.001913 |
| Mean | 0.087874781 |
| Median Absolute Deviation (MAD) | 0.0338 |
| Skewness | 3.5813886 |
| Sum | 1825.5107 |
| Variance | 0.0065675323 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2403 | 4.8% |
| 0.08 | 48 | 0.1% |
| 0.0818 | 47 | 0.1% |
| 0.1091 | 46 | 0.1% |
| 0.0796 | 45 | 0.1% |
| 0.0764 | 41 | 0.1% |
| 0.0827 | 38 | 0.1% |
| 0.0804 | 37 | 0.1% |
| 0.0845 | 37 | 0.1% |
| 0.0618 | 36 | 0.1% |
| Other values (2735) | 17996 | |
| (Missing) | 29226 |
| Value | Count | Frequency (%) |
| 0 | 2403 | |
| 0.0001 | 19 | < 0.1% |
| 0.0002 | 9 | < 0.1% |
| 0.0003 | 1 | < 0.1% |
| 0.0004 | 3 | < 0.1% |
| 0.0005 | 12 | < 0.1% |
| 0.0006 | 2 | < 0.1% |
| 0.0007 | 4 | < 0.1% |
| 0.0008 | 5 | < 0.1% |
| 0.0009 | 7 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 23 | |
| 0.9677 | 1 | < 0.1% |
| 0.9636 | 1 | < 0.1% |
| 0.9431 | 1 | < 0.1% |
| 0.9397 | 1 | < 0.1% |
| 0.9169 | 1 | < 0.1% |
| 0.8152 | 1 | < 0.1% |
| 0.815 | 2 | < 0.1% |
| 0.7924 | 1 | < 0.1% |
| 0.7775 | 1 | < 0.1% |
YEARS_BEGINEXPLUATATION_AVG
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 183 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 24370 |
| Missing (%) | 48.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.97758044 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 83 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.9682 |
| Q1 | 0.9767 |
| median | 0.9816 |
| Q3 | 0.9866 |
| 95-th percentile | 0.9955 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.0099 |
Descriptive statistics
| Standard deviation | 0.05929787 |
|---|---|
| Coefficient of variation (CV) | 0.060657791 |
| Kurtosis | 247.60383 |
| Mean | 0.97758044 |
| Median Absolute Deviation (MAD) | 0.005 |
| Skewness | -15.490496 |
| Sum | 25055.387 |
| Variance | 0.0035162374 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.9801 | 714 | 1.4% |
| 0.9871 | 694 | 1.4% |
| 0.9851 | 669 | 1.3% |
| 0.9831 | 664 | 1.3% |
| 0.9791 | 662 | 1.3% |
| 0.9816 | 661 | 1.3% |
| 0.9876 | 661 | 1.3% |
| 0.9861 | 656 | 1.3% |
| 0.9866 | 653 | 1.3% |
| 0.9806 | 650 | 1.3% |
| Other values (173) | 18946 | |
| (Missing) | 24370 |
| Value | Count | Frequency (%) |
| 0 | 83 | |
| 0.0179 | 1 | < 0.1% |
| 0.0447 | 1 | < 0.1% |
| 0.1987 | 1 | < 0.1% |
| 0.3224 | 2 | < 0.1% |
| 0.3279 | 1 | < 0.1% |
| 0.3318 | 1 | < 0.1% |
| 0.4759 | 1 | < 0.1% |
| 0.4774 | 1 | < 0.1% |
| 0.4883 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 26 | 0.1% |
| 0.9995 | 108 | |
| 0.999 | 141 | |
| 0.9985 | 149 | |
| 0.998 | 164 | |
| 0.9975 | 175 | |
| 0.997 | 164 | |
| 0.9965 | 131 | |
| 0.996 | 145 | |
| 0.9955 | 123 |
YEARS_BUILD_AVG
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 131 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 33161 |
| Missing (%) | 66.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7511195 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 11 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.592 |
| Q1 | 0.6872 |
| median | 0.7552 |
| Q3 | 0.8232 |
| 95-th percentile | 0.9456 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.136 |
Descriptive statistics
| Standard deviation | 0.11363103 |
|---|---|
| Coefficient of variation (CV) | 0.15128223 |
| Kurtosis | 3.9765834 |
| Mean | 0.7511195 |
| Median Absolute Deviation (MAD) | 0.068 |
| Skewness | -0.92964431 |
| Sum | 12648.101 |
| Variance | 0.012912011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.728 | 488 | 1.0% |
| 0.8232 | 479 | 1.0% |
| 0.8164 | 478 | 1.0% |
| 0.83 | 470 | 0.9% |
| 0.7416 | 461 | 0.9% |
| 0.8028 | 456 | 0.9% |
| 0.796 | 450 | 0.9% |
| 0.7484 | 448 | 0.9% |
| 0.7144 | 447 | 0.9% |
| 0.8096 | 446 | 0.9% |
| Other values (121) | 12216 | 24.4% |
| (Missing) | 33161 |
| Value | Count | Frequency (%) |
| 0 | 11 | |
| 0.0004 | 1 | < 0.1% |
| 0.0072 | 1 | < 0.1% |
| 0.014 | 1 | < 0.1% |
| 0.0344 | 1 | < 0.1% |
| 0.048 | 1 | < 0.1% |
| 0.0548 | 2 | < 0.1% |
| 0.0752 | 1 | < 0.1% |
| 0.082 | 1 | < 0.1% |
| 0.0888 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 27 | 0.1% |
| 0.9932 | 81 | |
| 0.9864 | 104 | |
| 0.9796 | 116 | |
| 0.9728 | 122 | |
| 0.966 | 118 | |
| 0.9592 | 125 | |
| 0.9524 | 111 | |
| 0.9456 | 109 | |
| 0.9388 | 96 |
COMMONAREA_AVG
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 1968 |
|---|---|
| Distinct (%) | 13.0% |
| Missing | 34890 |
| Missing (%) | 69.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.044861774 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1417 |
| Zeros (%) | 2.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.0078 |
| median | 0.0211 |
| Q3 | 0.0509 |
| 95-th percentile | 0.1612 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.0431 |
Descriptive statistics
| Standard deviation | 0.078389567 |
|---|---|
| Coefficient of variation (CV) | 1.7473577 |
| Kurtosis | 46.009941 |
| Mean | 0.044861774 |
| Median Absolute Deviation (MAD) | 0.0171 |
| Skewness | 5.5487561 |
| Sum | 677.8614 |
| Variance | 0.0061449243 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1417 | 2.8% |
| 0.0078 | 78 | 0.2% |
| 0.0079 | 75 | 0.1% |
| 0.0077 | 72 | 0.1% |
| 0.008 | 63 | 0.1% |
| 0.0014 | 58 | 0.1% |
| 0.0069 | 58 | 0.1% |
| 0.007 | 57 | 0.1% |
| 0.0086 | 56 | 0.1% |
| 0.001 | 55 | 0.1% |
| Other values (1958) | 13121 | 26.2% |
| (Missing) | 34890 |
| Value | Count | Frequency (%) |
| 0 | 1417 | |
| 0.0001 | 5 | < 0.1% |
| 0.0002 | 10 | < 0.1% |
| 0.0003 | 14 | < 0.1% |
| 0.0004 | 8 | < 0.1% |
| 0.0005 | 15 | < 0.1% |
| 0.0006 | 23 | < 0.1% |
| 0.0007 | 38 | 0.1% |
| 0.0008 | 12 | < 0.1% |
| 0.0009 | 25 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 15 | |
| 0.9906 | 1 | < 0.1% |
| 0.9505 | 1 | < 0.1% |
| 0.8855 | 1 | < 0.1% |
| 0.8808 | 2 | < 0.1% |
| 0.877 | 1 | < 0.1% |
| 0.8738 | 1 | < 0.1% |
| 0.8603 | 1 | < 0.1% |
| 0.8602 | 1 | < 0.1% |
| 0.8514 | 1 | < 0.1% |
ELEVATORS_AVG
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 167 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 26607 |
| Missing (%) | 53.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.077922045 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 14020 |
| Zeros (%) | 28.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.12 |
| 95-th percentile | 0.36 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.12 |
Descriptive statistics
| Standard deviation | 0.13304199 |
|---|---|
| Coefficient of variation (CV) | 1.7073729 |
| Kurtosis | 7.8598893 |
| Mean | 0.077922045 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.4337785 |
| Sum | 1822.8304 |
| Variance | 0.017700171 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 14020 | |
| 0.08 | 1612 | 3.2% |
| 0.16 | 1406 | 2.8% |
| 0.24 | 996 | 2.0% |
| 0.12 | 922 | 1.8% |
| 0.04 | 764 | 1.5% |
| 0.2 | 654 | 1.3% |
| 0.32 | 444 | 0.9% |
| 0.28 | 382 | 0.8% |
| 0.4 | 250 | 0.5% |
| Other values (157) | 1943 | 3.9% |
| (Missing) | 26607 |
| Value | Count | Frequency (%) |
| 0 | 14020 | |
| 0.0024 | 1 | < 0.1% |
| 0.0064 | 1 | < 0.1% |
| 0.008 | 4 | < 0.1% |
| 0.01 | 3 | < 0.1% |
| 0.0112 | 1 | < 0.1% |
| 0.0132 | 14 | < 0.1% |
| 0.0148 | 2 | < 0.1% |
| 0.0152 | 1 | < 0.1% |
| 0.016 | 10 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 21 | |
| 0.96 | 13 | |
| 0.92 | 5 | < 0.1% |
| 0.88 | 13 | |
| 0.84 | 8 | < 0.1% |
| 0.808 | 1 | < 0.1% |
| 0.8 | 21 | |
| 0.78 | 1 | < 0.1% |
| 0.76 | 5 | < 0.1% |
| 0.72 | 32 |
ENTRANCES_AVG
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 184 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 25157 |
| Missing (%) | 50.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.14973069 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 49 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0345 |
| Q1 | 0.069 |
| median | 0.1379 |
| Q3 | 0.2069 |
| 95-th percentile | 0.3103 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.1379 |
Descriptive statistics
| Standard deviation | 0.1008279 |
|---|---|
| Coefficient of variation (CV) | 0.67339501 |
| Kurtosis | 12.348329 |
| Mean | 0.14973069 |
| Median Absolute Deviation (MAD) | 0.0689 |
| Skewness | 2.4791469 |
| Sum | 3719.7596 |
| Variance | 0.010166266 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1379 | 5508 | 11.0% |
| 0.069 | 3707 | 7.4% |
| 0.1034 | 3151 | 6.3% |
| 0.2069 | 3093 | 6.2% |
| 0.0345 | 2553 | 5.1% |
| 0.1724 | 1500 | 3.0% |
| 0.2759 | 1288 | 2.6% |
| 0.2414 | 707 | 1.4% |
| 0.3448 | 340 | 0.7% |
| 0.3103 | 326 | 0.7% |
| Other values (174) | 2670 | 5.3% |
| (Missing) | 25157 |
| Value | Count | Frequency (%) |
| 0 | 49 | 0.1% |
| 0.0114 | 1 | < 0.1% |
| 0.0172 | 1 | < 0.1% |
| 0.0345 | 2553 | |
| 0.0372 | 1 | < 0.1% |
| 0.0383 | 1 | < 0.1% |
| 0.0407 | 1 | < 0.1% |
| 0.0414 | 1 | < 0.1% |
| 0.0431 | 8 | < 0.1% |
| 0.0459 | 17 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 30 | |
| 0.9655 | 3 | < 0.1% |
| 0.931 | 2 | < 0.1% |
| 0.8966 | 11 | < 0.1% |
| 0.8621 | 3 | < 0.1% |
| 0.8276 | 6 | < 0.1% |
| 0.7931 | 9 | < 0.1% |
| 0.7586 | 12 | < 0.1% |
| 0.7241 | 8 | < 0.1% |
| 0.6897 | 19 |
FLOORSMAX_AVG
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 230 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 24840 |
| Missing (%) | 49.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.22526822 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 493 |
| Zeros (%) | 1.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0417 |
| Q1 | 0.1667 |
| median | 0.1667 |
| Q3 | 0.3333 |
| 95-th percentile | 0.4721 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.1666 |
Descriptive statistics
| Standard deviation | 0.14396413 |
|---|---|
| Coefficient of variation (CV) | 0.63907874 |
| Kurtosis | 2.4671514 |
| Mean | 0.22526822 |
| Median Absolute Deviation (MAD) | 0.0834 |
| Skewness | 1.2320522 |
| Sum | 5667.7485 |
| Variance | 0.020725672 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1667 | 10095 | |
| 0.3333 | 5156 | 10.3% |
| 0.0417 | 2377 | 4.8% |
| 0.375 | 1317 | 2.6% |
| 0.125 | 1153 | 2.3% |
| 0.0833 | 1063 | 2.1% |
| 0 | 493 | 1.0% |
| 0.4583 | 441 | 0.9% |
| 0.25 | 301 | 0.6% |
| 0.5417 | 292 | 0.6% |
| Other values (220) | 2472 | 4.9% |
| (Missing) | 24840 |
| Value | Count | Frequency (%) |
| 0 | 493 | 1.0% |
| 0.0083 | 1 | < 0.1% |
| 0.0104 | 2 | < 0.1% |
| 0.0138 | 3 | < 0.1% |
| 0.0208 | 17 | < 0.1% |
| 0.0275 | 5 | < 0.1% |
| 0.0283 | 1 | < 0.1% |
| 0.0312 | 2 | < 0.1% |
| 0.0417 | 2377 | |
| 0.0479 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 22 | |
| 0.9792 | 1 | < 0.1% |
| 0.9583 | 15 | |
| 0.9375 | 1 | < 0.1% |
| 0.9304 | 1 | < 0.1% |
| 0.9167 | 5 | < 0.1% |
| 0.8992 | 1 | < 0.1% |
| 0.8958 | 1 | < 0.1% |
| 0.875 | 33 | |
| 0.8333 | 7 | < 0.1% |
FLOORSMIN_AVG
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 171 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 33864 |
| Missing (%) | 67.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.23083572 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 361 |
| Zeros (%) | 0.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0417 |
| Q1 | 0.0833 |
| median | 0.2083 |
| Q3 | 0.375 |
| 95-th percentile | 0.5 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.2917 |
Descriptive statistics
| Standard deviation | 0.16065906 |
|---|---|
| Coefficient of variation (CV) | 0.69598872 |
| Kurtosis | 1.3116247 |
| Mean | 0.23083572 |
| Median Absolute Deviation (MAD) | 0.1459 |
| Skewness | 0.95009187 |
| Sum | 3724.7651 |
| Variance | 0.025811332 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.2083 | 5389 | 10.8% |
| 0.0417 | 2963 | 5.9% |
| 0.375 | 2841 | 5.7% |
| 0.0833 | 821 | 1.6% |
| 0.4167 | 683 | 1.4% |
| 0.1667 | 607 | 1.2% |
| 0.125 | 503 | 1.0% |
| 0 | 361 | 0.7% |
| 0.5 | 275 | 0.5% |
| 0.6667 | 183 | 0.4% |
| Other values (161) | 1510 | 3.0% |
| (Missing) | 33864 |
| Value | Count | Frequency (%) |
| 0 | 361 | 0.7% |
| 0.0158 | 1 | < 0.1% |
| 0.0208 | 9 | < 0.1% |
| 0.025 | 1 | < 0.1% |
| 0.0275 | 2 | < 0.1% |
| 0.0312 | 1 | < 0.1% |
| 0.0417 | 2963 | |
| 0.0458 | 1 | < 0.1% |
| 0.0533 | 3 | < 0.1% |
| 0.0554 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 20 | |
| 0.9792 | 1 | < 0.1% |
| 0.9583 | 2 | < 0.1% |
| 0.9408 | 1 | < 0.1% |
| 0.9167 | 17 | |
| 0.875 | 3 | < 0.1% |
| 0.8542 | 2 | < 0.1% |
| 0.8333 | 8 | < 0.1% |
| 0.8125 | 3 | < 0.1% |
| 0.7917 | 12 |
LANDAREA_AVG
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 2498 |
|---|---|
| Distinct (%) | 12.3% |
| Missing | 29637 |
| Missing (%) | 59.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.065621117 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 2543 |
| Zeros (%) | 5.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.0185 |
| median | 0.0475 |
| Q3 | 0.085 |
| 95-th percentile | 0.1913 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.0665 |
Descriptive statistics
| Standard deviation | 0.080822829 |
|---|---|
| Coefficient of variation (CV) | 1.2316588 |
| Kurtosis | 37.109944 |
| Mean | 0.065621117 |
| Median Absolute Deviation (MAD) | 0.0319 |
| Skewness | 4.600682 |
| Sum | 1336.2428 |
| Variance | 0.0065323297 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2543 | 5.1% |
| 0.0174 | 42 | 0.1% |
| 0.0142 | 41 | 0.1% |
| 0.0316 | 37 | 0.1% |
| 0.0458 | 36 | 0.1% |
| 0.0237 | 35 | 0.1% |
| 0.0197 | 34 | 0.1% |
| 0.0208 | 33 | 0.1% |
| 0.0221 | 33 | 0.1% |
| 0.0145 | 33 | 0.1% |
| Other values (2488) | 17496 | |
| (Missing) | 29637 |
| Value | Count | Frequency (%) |
| 0 | 2543 | |
| 0.0001 | 2 | < 0.1% |
| 0.0002 | 3 | < 0.1% |
| 0.0004 | 3 | < 0.1% |
| 0.0006 | 3 | < 0.1% |
| 0.0007 | 2 | < 0.1% |
| 0.0008 | 2 | < 0.1% |
| 0.0009 | 2 | < 0.1% |
| 0.0011 | 2 | < 0.1% |
| 0.0012 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 26 | |
| 0.9829 | 2 | < 0.1% |
| 0.969 | 1 | < 0.1% |
| 0.9497 | 1 | < 0.1% |
| 0.8947 | 2 | < 0.1% |
| 0.8638 | 1 | < 0.1% |
| 0.8556 | 1 | < 0.1% |
| 0.8231 | 1 | < 0.1% |
| 0.783 | 1 | < 0.1% |
| 0.769 | 1 | < 0.1% |
LIVINGAPARTMENTS_AVG
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 1154 |
|---|---|
| Distinct (%) | 7.3% |
| Missing | 34114 |
| Missing (%) | 68.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.10049588 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 55 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0101 |
| Q1 | 0.0504 |
| median | 0.0756 |
| Q3 | 0.121 |
| 95-th percentile | 0.2732 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.0706 |
Descriptive statistics
| Standard deviation | 0.090863027 |
|---|---|
| Coefficient of variation (CV) | 0.90414682 |
| Kurtosis | 14.684183 |
| Mean | 0.10049588 |
| Median Absolute Deviation (MAD) | 0.0327 |
| Skewness | 2.8793395 |
| Sum | 1596.4775 |
| Variance | 0.0082560897 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.0672 | 694 | 1.4% |
| 0.0504 | 688 | 1.4% |
| 0.0756 | 446 | 0.9% |
| 0.0588 | 399 | 0.8% |
| 0.0841 | 301 | 0.6% |
| 0.0067 | 265 | 0.5% |
| 0.121 | 261 | 0.5% |
| 0.0605 | 244 | 0.5% |
| 0.0134 | 241 | 0.5% |
| 0.1009 | 238 | 0.5% |
| Other values (1144) | 12109 | 24.2% |
| (Missing) | 34114 |
| Value | Count | Frequency (%) |
| 0 | 55 | |
| 0.0008 | 18 | < 0.1% |
| 0.0017 | 36 | |
| 0.0025 | 14 | < 0.1% |
| 0.0031 | 1 | < 0.1% |
| 0.0034 | 67 | |
| 0.0042 | 24 | < 0.1% |
| 0.0045 | 1 | < 0.1% |
| 0.005 | 38 | |
| 0.0055 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 10 | |
| 0.9994 | 1 | < 0.1% |
| 0.9901 | 1 | < 0.1% |
| 0.949 | 1 | < 0.1% |
| 0.9153 | 1 | < 0.1% |
| 0.8388 | 2 | < 0.1% |
| 0.8338 | 1 | < 0.1% |
| 0.8271 | 1 | < 0.1% |
| 0.78 | 2 | < 0.1% |
| 0.7296 | 2 | < 0.1% |
LIVINGAREA_AVG
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 3740 |
|---|---|
| Distinct (%) | 15.0% |
| Missing | 25041 |
| Missing (%) | 50.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.10654981 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 45 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0081 |
| Q1 | 0.0445 |
| median | 0.0743 |
| Q3 | 0.1292 |
| 95-th percentile | 0.3175 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.0847 |
Descriptive statistics
| Standard deviation | 0.1091093 |
|---|---|
| Coefficient of variation (CV) | 1.0240216 |
| Kurtosis | 12.120424 |
| Mean | 0.10654981 |
| Median Absolute Deviation (MAD) | 0.0392 |
| Skewness | 2.8191158 |
| Sum | 2659.3766 |
| Variance | 0.011904839 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 45 | 0.1% |
| 0.0702 | 39 | 0.1% |
| 0.0525 | 38 | 0.1% |
| 0.0696 | 38 | 0.1% |
| 0.0641 | 37 | 0.1% |
| 0.0146 | 37 | 0.1% |
| 0.0639 | 37 | 0.1% |
| 0.0539 | 37 | 0.1% |
| 0.0507 | 36 | 0.1% |
| 0.0513 | 36 | 0.1% |
| Other values (3730) | 24579 | |
| (Missing) | 25041 |
| Value | Count | Frequency (%) |
| 0 | 45 | |
| 0.0003 | 2 | < 0.1% |
| 0.0004 | 2 | < 0.1% |
| 0.0005 | 4 | < 0.1% |
| 0.0006 | 5 | < 0.1% |
| 0.0007 | 2 | < 0.1% |
| 0.0008 | 5 | < 0.1% |
| 0.0009 | 7 | < 0.1% |
| 0.001 | 5 | < 0.1% |
| 0.0011 | 11 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 26 | |
| 0.9756 | 2 | < 0.1% |
| 0.9523 | 1 | < 0.1% |
| 0.9033 | 1 | < 0.1% |
| 0.9025 | 2 | < 0.1% |
| 0.8941 | 2 | < 0.1% |
| 0.8888 | 1 | < 0.1% |
| 0.8872 | 1 | < 0.1% |
| 0.8653 | 1 | < 0.1% |
| 0.8597 | 2 | < 0.1% |
NONLIVINGAPARTMENTS_AVG
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 196 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 34631 |
| Missing (%) | 69.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0086120958 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 8919 |
| Zeros (%) | 17.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.0051 |
| 95-th percentile | 0.0309 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.0051 |
Descriptive statistics
| Standard deviation | 0.046222614 |
|---|---|
| Coefficient of variation (CV) | 5.3671738 |
| Kurtosis | 294.68135 |
| Mean | 0.0086120958 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 15.813678 |
| Sum | 132.3593 |
| Variance | 0.0021365301 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 8919 | 17.8% |
| 0.0039 | 2199 | 4.4% |
| 0.0077 | 1045 | 2.1% |
| 0.0116 | 632 | 1.3% |
| 0.0154 | 415 | 0.8% |
| 0.0193 | 307 | 0.6% |
| 0.0232 | 201 | 0.4% |
| 0.0019 | 192 | 0.4% |
| 0.027 | 158 | 0.3% |
| 0.0309 | 139 | 0.3% |
| Other values (186) | 1162 | 2.3% |
| (Missing) | 34631 |
| Value | Count | Frequency (%) |
| 0 | 8919 | |
| 0.0002 | 1 | < 0.1% |
| 0.0004 | 3 | < 0.1% |
| 0.0005 | 1 | < 0.1% |
| 0.0006 | 5 | < 0.1% |
| 0.0008 | 12 | < 0.1% |
| 0.0009 | 1 | < 0.1% |
| 0.001 | 15 | < 0.1% |
| 0.0011 | 1 | < 0.1% |
| 0.0013 | 51 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 10 | |
| 0.9923 | 1 | < 0.1% |
| 0.973 | 2 | < 0.1% |
| 0.9556 | 1 | < 0.1% |
| 0.9459 | 1 | < 0.1% |
| 0.9344 | 1 | < 0.1% |
| 0.9266 | 3 | < 0.1% |
| 0.8842 | 1 | < 0.1% |
| 0.8803 | 1 | < 0.1% |
| 0.7722 | 2 | < 0.1% |
NONLIVINGAREA_AVG
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 1971 |
|---|---|
| Distinct (%) | 8.7% |
| Missing | 27437 |
| Missing (%) | 54.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.028266011 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 9574 |
| Zeros (%) | 19.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.0037 |
| Q3 | 0.0278 |
| 95-th percentile | 0.1262 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.0278 |
Descriptive statistics
| Standard deviation | 0.069040999 |
|---|---|
| Coefficient of variation (CV) | 2.4425449 |
| Kurtosis | 68.19613 |
| Mean | 0.028266011 |
| Median Absolute Deviation (MAD) | 0.0037 |
| Skewness | 6.7152861 |
| Sum | 637.766 |
| Variance | 0.0047666596 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 9574 | 19.1% |
| 0.0012 | 83 | 0.2% |
| 0.0036 | 77 | 0.2% |
| 0.0044 | 75 | 0.1% |
| 0.0046 | 71 | 0.1% |
| 0.0011 | 70 | 0.1% |
| 0.0042 | 69 | 0.1% |
| 0.001 | 67 | 0.1% |
| 0.0022 | 66 | 0.1% |
| 0.0052 | 65 | 0.1% |
| Other values (1961) | 12346 | |
| (Missing) | 27437 |
| Value | Count | Frequency (%) |
| 0 | 9574 | |
| 0.0001 | 27 | 0.1% |
| 0.0002 | 23 | < 0.1% |
| 0.0003 | 19 | < 0.1% |
| 0.0004 | 28 | 0.1% |
| 0.0005 | 25 | 0.1% |
| 0.0006 | 33 | 0.1% |
| 0.0007 | 25 | 0.1% |
| 0.0008 | 37 | 0.1% |
| 0.0009 | 51 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 22 | |
| 0.9591 | 1 | < 0.1% |
| 0.9558 | 3 | < 0.1% |
| 0.9556 | 1 | < 0.1% |
| 0.8825 | 1 | < 0.1% |
| 0.8651 | 1 | < 0.1% |
| 0.8572 | 1 | < 0.1% |
| 0.8556 | 1 | < 0.1% |
| 0.8213 | 1 | < 0.1% |
| 0.8141 | 2 | < 0.1% |
APARTMENTS_MODE
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 630 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 25299 |
| Missing (%) | 50.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.11451008 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 162 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0084 |
| Q1 | 0.0515 |
| median | 0.084 |
| Q3 | 0.146 |
| 95-th percentile | 0.3204 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.0945 |
Descriptive statistics
| Standard deviation | 0.10793546 |
|---|---|
| Coefficient of variation (CV) | 0.94258482 |
| Kurtosis | 11.161187 |
| Mean | 0.11451008 |
| Median Absolute Deviation (MAD) | 0.0421 |
| Skewness | 2.6376088 |
| Sum | 2828.5134 |
| Variance | 0.011650064 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.084 | 1220 | 2.4% |
| 0.063 | 1208 | 2.4% |
| 0.0945 | 765 | 1.5% |
| 0.0735 | 690 | 1.4% |
| 0.0084 | 636 | 1.3% |
| 0.0168 | 576 | 1.2% |
| 0.105 | 515 | 1.0% |
| 0.0126 | 481 | 1.0% |
| 0.0756 | 477 | 1.0% |
| 0.1513 | 475 | 0.9% |
| Other values (620) | 17658 | |
| (Missing) | 25299 |
| Value | Count | Frequency (%) |
| 0 | 162 | 0.3% |
| 0.0011 | 49 | 0.1% |
| 0.0021 | 166 | 0.3% |
| 0.0032 | 70 | 0.1% |
| 0.0042 | 179 | 0.4% |
| 0.0053 | 57 | 0.1% |
| 0.0063 | 74 | 0.1% |
| 0.0074 | 46 | 0.1% |
| 0.0084 | 636 | |
| 0.0095 | 48 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 23 | |
| 0.9842 | 1 | < 0.1% |
| 0.9664 | 1 | < 0.1% |
| 0.9422 | 1 | < 0.1% |
| 0.9244 | 1 | < 0.1% |
| 0.9181 | 1 | < 0.1% |
| 0.9149 | 1 | < 0.1% |
| 0.9107 | 1 | < 0.1% |
| 0.9055 | 1 | < 0.1% |
| 0.8992 | 1 | < 0.1% |
BASEMENTAREA_MODE
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 2779 |
|---|---|
| Distinct (%) | 13.4% |
| Missing | 29226 |
| Missing (%) | 58.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.087153139 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 2704 |
| Zeros (%) | 5.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.0408 |
| median | 0.0743 |
| Q3 | 0.1124 |
| 95-th percentile | 0.224335 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.0716 |
Descriptive statistics
| Standard deviation | 0.08307589 |
|---|---|
| Coefficient of variation (CV) | 0.95321742 |
| Kurtosis | 25.215785 |
| Mean | 0.087153139 |
| Median Absolute Deviation (MAD) | 0.0359 |
| Skewness | 3.4835934 |
| Sum | 1810.5193 |
| Variance | 0.0069016035 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2704 | 5.4% |
| 0.0642 | 51 | 0.1% |
| 0.0849 | 49 | 0.1% |
| 0.1132 | 47 | 0.1% |
| 0.083 | 46 | 0.1% |
| 0.0826 | 44 | 0.1% |
| 0.0792 | 42 | 0.1% |
| 0.0858 | 41 | 0.1% |
| 0.0808 | 39 | 0.1% |
| 0.0679 | 36 | 0.1% |
| Other values (2769) | 17675 | |
| (Missing) | 29226 |
| Value | Count | Frequency (%) |
| 0 | 2704 | |
| 0.0001 | 26 | 0.1% |
| 0.0002 | 5 | < 0.1% |
| 0.0003 | 2 | < 0.1% |
| 0.0004 | 3 | < 0.1% |
| 0.0005 | 10 | < 0.1% |
| 0.0006 | 9 | < 0.1% |
| 0.0007 | 1 | < 0.1% |
| 0.0008 | 3 | < 0.1% |
| 0.0009 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 24 | |
| 0.991 | 1 | < 0.1% |
| 0.9787 | 1 | < 0.1% |
| 0.9515 | 1 | < 0.1% |
| 0.8459 | 1 | < 0.1% |
| 0.8457 | 2 | < 0.1% |
| 0.8223 | 1 | < 0.1% |
| 0.8068 | 1 | < 0.1% |
| 0.7548 | 1 | < 0.1% |
| 0.7498 | 2 | < 0.1% |
YEARS_BEGINEXPLUATATION_MODE
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 164 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 24370 |
| Missing (%) | 48.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.97691325 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 34 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.9682 |
| Q1 | 0.9762 |
| median | 0.9816 |
| Q3 | 0.9866 |
| 95-th percentile | 0.9955 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.0104 |
Descriptive statistics
| Standard deviation | 0.064572896 |
|---|---|
| Coefficient of variation (CV) | 0.066098906 |
| Kurtosis | 219.34523 |
| Mean | 0.97691325 |
| Median Absolute Deviation (MAD) | 0.005 |
| Skewness | -14.72765 |
| Sum | 25038.287 |
| Variance | 0.0041696589 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.9801 | 691 | 1.4% |
| 0.9791 | 686 | 1.4% |
| 0.9866 | 678 | 1.4% |
| 0.9871 | 673 | 1.3% |
| 0.9876 | 670 | 1.3% |
| 0.9806 | 664 | 1.3% |
| 0.9851 | 654 | 1.3% |
| 0.9816 | 649 | 1.3% |
| 0.9796 | 645 | 1.3% |
| 0.9782 | 644 | 1.3% |
| Other values (154) | 18976 | |
| (Missing) | 24370 |
| Value | Count | Frequency (%) |
| 0 | 34 | |
| 0.0005 | 73 | |
| 0.0184 | 1 | < 0.1% |
| 0.0452 | 1 | < 0.1% |
| 0.4518 | 1 | < 0.1% |
| 0.5452 | 1 | < 0.1% |
| 0.5943 | 1 | < 0.1% |
| 0.8401 | 1 | < 0.1% |
| 0.8823 | 1 | < 0.1% |
| 0.8937 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 31 | 0.1% |
| 0.9995 | 107 | |
| 0.999 | 148 | |
| 0.9985 | 147 | |
| 0.998 | 162 | |
| 0.9975 | 183 | |
| 0.997 | 163 | |
| 0.9965 | 137 | |
| 0.996 | 145 | |
| 0.9955 | 123 |
YEARS_BUILD_MODE
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 132 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 33161 |
| Missing (%) | 66.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.75838865 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 13 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.6014 |
| Q1 | 0.6994 |
| median | 0.7583 |
| Q3 | 0.8236 |
| 95-th percentile | 0.9477 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.1242 |
Descriptive statistics
| Standard deviation | 0.11031371 |
|---|---|
| Coefficient of variation (CV) | 0.14545801 |
| Kurtosis | 4.3322042 |
| Mean | 0.75838865 |
| Median Absolute Deviation (MAD) | 0.0653 |
| Skewness | -0.96667295 |
| Sum | 12770.506 |
| Variance | 0.012169114 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.8236 | 482 | 1.0% |
| 0.8367 | 477 | 1.0% |
| 0.7387 | 473 | 0.9% |
| 0.8301 | 461 | 0.9% |
| 0.7256 | 457 | 0.9% |
| 0.7517 | 450 | 0.9% |
| 0.804 | 446 | 0.9% |
| 0.7125 | 446 | 0.9% |
| 0.8171 | 444 | 0.9% |
| 0.7583 | 442 | 0.9% |
| Other values (122) | 12261 | 24.5% |
| (Missing) | 33161 |
| Value | Count | Frequency (%) |
| 0 | 13 | |
| 0.0265 | 1 | < 0.1% |
| 0.0395 | 1 | < 0.1% |
| 0.0461 | 1 | < 0.1% |
| 0.0526 | 1 | < 0.1% |
| 0.0722 | 1 | < 0.1% |
| 0.0918 | 1 | < 0.1% |
| 0.1114 | 1 | < 0.1% |
| 0.1245 | 1 | < 0.1% |
| 0.131 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 29 | 0.1% |
| 0.9935 | 82 | |
| 0.9869 | 103 | |
| 0.9804 | 115 | |
| 0.9739 | 121 | |
| 0.9673 | 119 | |
| 0.9608 | 128 | |
| 0.9543 | 111 | |
| 0.9477 | 107 | |
| 0.9412 | 95 |
COMMONAREA_MODE
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 1947 |
|---|---|
| Distinct (%) | 12.9% |
| Missing | 34890 |
| Missing (%) | 69.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.042886426 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1614 |
| Zeros (%) | 3.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.0072 |
| median | 0.0191 |
| Q3 | 0.049 |
| 95-th percentile | 0.154155 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.0418 |
Descriptive statistics
| Standard deviation | 0.076899531 |
|---|---|
| Coefficient of variation (CV) | 1.7930972 |
| Kurtosis | 49.64924 |
| Mean | 0.042886426 |
| Median Absolute Deviation (MAD) | 0.0164 |
| Skewness | 5.7501057 |
| Sum | 648.0139 |
| Variance | 0.0059135378 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1614 | 3.2% |
| 0.0078 | 85 | 0.2% |
| 0.0079 | 83 | 0.2% |
| 0.008 | 77 | 0.2% |
| 0.007 | 66 | 0.1% |
| 0.0014 | 64 | 0.1% |
| 0.0081 | 62 | 0.1% |
| 0.0012 | 59 | 0.1% |
| 0.0071 | 58 | 0.1% |
| 0.0087 | 55 | 0.1% |
| Other values (1937) | 12887 | 25.8% |
| (Missing) | 34890 |
| Value | Count | Frequency (%) |
| 0 | 1614 | |
| 0.0001 | 7 | < 0.1% |
| 0.0002 | 8 | < 0.1% |
| 0.0003 | 12 | < 0.1% |
| 0.0004 | 9 | < 0.1% |
| 0.0005 | 14 | < 0.1% |
| 0.0006 | 24 | < 0.1% |
| 0.0007 | 36 | 0.1% |
| 0.0008 | 18 | < 0.1% |
| 0.0009 | 27 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 15 | |
| 0.9997 | 1 | < 0.1% |
| 0.9591 | 1 | < 0.1% |
| 0.8936 | 1 | < 0.1% |
| 0.8889 | 2 | < 0.1% |
| 0.885 | 1 | < 0.1% |
| 0.8818 | 1 | < 0.1% |
| 0.8682 | 1 | < 0.1% |
| 0.868 | 1 | < 0.1% |
| 0.8581 | 1 | < 0.1% |
ELEVATORS_MODE
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 26 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 26607 |
| Missing (%) | 53.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.07367026 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 14631 |
| Zeros (%) | 29.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.1208 |
| 95-th percentile | 0.3222 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.1208 |
Descriptive statistics
| Standard deviation | 0.13101257 |
|---|---|
| Coefficient of variation (CV) | 1.7783645 |
| Kurtosis | 8.7063117 |
| Mean | 0.07367026 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.5581621 |
| Sum | 1723.3684 |
| Variance | 0.017164294 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 14631 | |
| 0.0806 | 1867 | 3.7% |
| 0.1611 | 1540 | 3.1% |
| 0.2417 | 1031 | 2.1% |
| 0.1208 | 950 | 1.9% |
| 0.0403 | 798 | 1.6% |
| 0.2014 | 662 | 1.3% |
| 0.3222 | 459 | 0.9% |
| 0.282 | 367 | 0.7% |
| 0.4028 | 241 | 0.5% |
| Other values (16) | 847 | 1.7% |
| (Missing) | 26607 |
| Value | Count | Frequency (%) |
| 0 | 14631 | |
| 0.0403 | 798 | 1.6% |
| 0.0806 | 1867 | 3.7% |
| 0.1208 | 950 | 1.9% |
| 0.1611 | 1540 | 3.1% |
| 0.2014 | 662 | 1.3% |
| 0.2417 | 1031 | 2.1% |
| 0.282 | 367 | 0.7% |
| 0.3222 | 459 | 0.9% |
| 0.3625 | 226 | 0.5% |
| Value | Count | Frequency (%) |
| 1 | 19 | < 0.1% |
| 0.9667 | 15 | < 0.1% |
| 0.9264 | 5 | < 0.1% |
| 0.8862 | 13 | < 0.1% |
| 0.8459 | 8 | < 0.1% |
| 0.8056 | 23 | < 0.1% |
| 0.7653 | 5 | < 0.1% |
| 0.725 | 31 | |
| 0.6848 | 14 | < 0.1% |
| 0.6445 | 67 |
ENTRANCES_MODE
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 30 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 25157 |
| Missing (%) | 50.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.14528754 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 56 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0345 |
| Q1 | 0.069 |
| median | 0.1379 |
| Q3 | 0.2069 |
| 95-th percentile | 0.3103 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.1379 |
Descriptive statistics
| Standard deviation | 0.10154792 |
|---|---|
| Coefficient of variation (CV) | 0.69894446 |
| Kurtosis | 12.078336 |
| Mean | 0.14528754 |
| Median Absolute Deviation (MAD) | 0.0689 |
| Skewness | 2.4590441 |
| Sum | 3609.3783 |
| Variance | 0.01031198 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1379 | 5837 | 11.7% |
| 0.069 | 4331 | 8.7% |
| 0.1034 | 3331 | 6.7% |
| 0.2069 | 3197 | 6.4% |
| 0.0345 | 3193 | 6.4% |
| 0.1724 | 1468 | 2.9% |
| 0.2759 | 1315 | 2.6% |
| 0.2414 | 677 | 1.4% |
| 0.3448 | 342 | 0.7% |
| 0.3103 | 330 | 0.7% |
| Other values (20) | 822 | 1.6% |
| (Missing) | 25157 |
| Value | Count | Frequency (%) |
| 0 | 56 | 0.1% |
| 0.0345 | 3193 | |
| 0.069 | 4331 | |
| 0.1034 | 3331 | |
| 0.1379 | 5837 | |
| 0.1724 | 1468 | 2.9% |
| 0.2069 | 3197 | |
| 0.2414 | 677 | 1.4% |
| 0.2759 | 1315 | 2.6% |
| 0.3103 | 330 | 0.7% |
| Value | Count | Frequency (%) |
| 1 | 29 | |
| 0.9655 | 3 | < 0.1% |
| 0.931 | 2 | < 0.1% |
| 0.8966 | 11 | < 0.1% |
| 0.8621 | 3 | < 0.1% |
| 0.8276 | 6 | < 0.1% |
| 0.7931 | 9 | < 0.1% |
| 0.7586 | 12 | |
| 0.7241 | 8 | < 0.1% |
| 0.6897 | 19 |
FLOORSMAX_MODE
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 25 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 24840 |
| Missing (%) | 49.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.22153911 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 563 |
| Zeros (%) | 1.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0417 |
| Q1 | 0.1667 |
| median | 0.1667 |
| Q3 | 0.3333 |
| 95-th percentile | 0.4583 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.1666 |
Descriptive statistics
| Standard deviation | 0.1433244 |
|---|---|
| Coefficient of variation (CV) | 0.64694853 |
| Kurtosis | 2.5661915 |
| Mean | 0.22153911 |
| Median Absolute Deviation (MAD) | 0.0834 |
| Skewness | 1.2518016 |
| Sum | 5573.924 |
| Variance | 0.020541884 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1667 | 10685 | |
| 0.3333 | 5543 | 11.1% |
| 0.0417 | 2550 | 5.1% |
| 0.375 | 1379 | 2.8% |
| 0.125 | 1206 | 2.4% |
| 0.0833 | 1108 | 2.2% |
| 0 | 563 | 1.1% |
| 0.4583 | 504 | 1.0% |
| 0.5417 | 315 | 0.6% |
| 0.625 | 302 | 0.6% |
| Other values (15) | 1005 | 2.0% |
| (Missing) | 24840 |
| Value | Count | Frequency (%) |
| 0 | 563 | 1.1% |
| 0.0417 | 2550 | 5.1% |
| 0.0833 | 1108 | 2.2% |
| 0.125 | 1206 | 2.4% |
| 0.1667 | 10685 | |
| 0.2083 | 248 | 0.5% |
| 0.25 | 120 | 0.2% |
| 0.2917 | 73 | 0.1% |
| 0.3333 | 5543 | |
| 0.375 | 1379 | 2.8% |
| Value | Count | Frequency (%) |
| 1 | 23 | < 0.1% |
| 0.9583 | 16 | < 0.1% |
| 0.9167 | 6 | < 0.1% |
| 0.875 | 38 | 0.1% |
| 0.8333 | 6 | < 0.1% |
| 0.7917 | 14 | < 0.1% |
| 0.75 | 24 | < 0.1% |
| 0.7083 | 32 | 0.1% |
| 0.6667 | 291 | |
| 0.625 | 302 |
FLOORSMIN_MODE
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 25 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 33864 |
| Missing (%) | 67.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.22730042 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 394 |
| Zeros (%) | 0.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0417 |
| Q1 | 0.0833 |
| median | 0.2083 |
| Q3 | 0.375 |
| 95-th percentile | 0.5 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.2917 |
Descriptive statistics
| Standard deviation | 0.16042849 |
|---|---|
| Coefficient of variation (CV) | 0.70579935 |
| Kurtosis | 1.3029284 |
| Mean | 0.22730042 |
| Median Absolute Deviation (MAD) | 0.1666 |
| Skewness | 0.95748479 |
| Sum | 3667.7195 |
| Variance | 0.025737299 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.2083 | 5640 | 11.3% |
| 0.0417 | 3125 | 6.2% |
| 0.375 | 3029 | 6.1% |
| 0.0833 | 869 | 1.7% |
| 0.4167 | 703 | 1.4% |
| 0.1667 | 624 | 1.2% |
| 0.125 | 484 | 1.0% |
| 0 | 394 | 0.8% |
| 0.5 | 304 | 0.6% |
| 0.6667 | 197 | 0.4% |
| Other values (15) | 767 | 1.5% |
| (Missing) | 33864 |
| Value | Count | Frequency (%) |
| 0 | 394 | 0.8% |
| 0.0417 | 3125 | |
| 0.0833 | 869 | 1.7% |
| 0.125 | 484 | 1.0% |
| 0.1667 | 624 | 1.2% |
| 0.2083 | 5640 | |
| 0.25 | 134 | 0.3% |
| 0.2917 | 73 | 0.1% |
| 0.3333 | 49 | 0.1% |
| 0.375 | 3029 |
| Value | Count | Frequency (%) |
| 1 | 18 | < 0.1% |
| 0.9583 | 3 | < 0.1% |
| 0.9167 | 20 | < 0.1% |
| 0.875 | 3 | < 0.1% |
| 0.8333 | 6 | < 0.1% |
| 0.7917 | 11 | < 0.1% |
| 0.75 | 18 | < 0.1% |
| 0.7083 | 187 | |
| 0.6667 | 197 | |
| 0.625 | 29 | 0.1% |
LANDAREA_MODE
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 2504 |
|---|---|
| Distinct (%) | 12.3% |
| Missing | 29637 |
| Missing (%) | 59.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.064513525 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 2849 |
| Zeros (%) | 5.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.0164 |
| median | 0.0451 |
| Q3 | 0.08395 |
| 95-th percentile | 0.1936 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.06755 |
Descriptive statistics
| Standard deviation | 0.081953631 |
|---|---|
| Coefficient of variation (CV) | 1.2703326 |
| Kurtosis | 35.490767 |
| Mean | 0.064513525 |
| Median Absolute Deviation (MAD) | 0.0317 |
| Skewness | 4.5273425 |
| Sum | 1313.6889 |
| Variance | 0.0067163976 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2849 | 5.7% |
| 0.0242 | 39 | 0.1% |
| 0.0323 | 38 | 0.1% |
| 0.0299 | 38 | 0.1% |
| 0.0145 | 37 | 0.1% |
| 0.0111 | 35 | 0.1% |
| 0.0194 | 33 | 0.1% |
| 0.0387 | 33 | 0.1% |
| 0.0147 | 33 | 0.1% |
| 0.0258 | 32 | 0.1% |
| Other values (2494) | 17196 | |
| (Missing) | 29637 |
| Value | Count | Frequency (%) |
| 0 | 2849 | |
| 0.0001 | 3 | < 0.1% |
| 0.0002 | 3 | < 0.1% |
| 0.0004 | 3 | < 0.1% |
| 0.0006 | 3 | < 0.1% |
| 0.0007 | 2 | < 0.1% |
| 0.0008 | 2 | < 0.1% |
| 0.001 | 2 | < 0.1% |
| 0.0011 | 1 | < 0.1% |
| 0.0012 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 26 | |
| 0.9911 | 1 | < 0.1% |
| 0.9714 | 1 | < 0.1% |
| 0.9152 | 2 | < 0.1% |
| 0.8835 | 1 | < 0.1% |
| 0.8751 | 1 | < 0.1% |
| 0.8419 | 1 | < 0.1% |
| 0.8008 | 1 | < 0.1% |
| 0.7866 | 1 | < 0.1% |
| 0.7745 | 1 | < 0.1% |
LIVINGAPARTMENTS_MODE
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 589 |
|---|---|
| Distinct (%) | 3.7% |
| Missing | 34114 |
| Missing (%) | 68.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.10565108 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 75 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.011 |
| Q1 | 0.0542 |
| median | 0.0771 |
| Q3 | 0.1313 |
| 95-th percentile | 0.2938 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.0771 |
Descriptive statistics
| Standard deviation | 0.096846822 |
|---|---|
| Coefficient of variation (CV) | 0.91666668 |
| Kurtosis | 12.724514 |
| Mean | 0.10565108 |
| Median Absolute Deviation (MAD) | 0.0339 |
| Skewness | 2.7731026 |
| Sum | 1678.373 |
| Variance | 0.0093793069 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.0551 | 800 | 1.6% |
| 0.0735 | 789 | 1.6% |
| 0.0826 | 480 | 1.0% |
| 0.0643 | 442 | 0.9% |
| 0.0918 | 330 | 0.7% |
| 0.0661 | 312 | 0.6% |
| 0.0073 | 294 | 0.6% |
| 0.1322 | 279 | 0.6% |
| 0.0147 | 265 | 0.5% |
| 0.0588 | 245 | 0.5% |
| Other values (579) | 11650 | 23.3% |
| (Missing) | 34114 |
| Value | Count | Frequency (%) |
| 0 | 75 | 0.1% |
| 0.0009 | 23 | < 0.1% |
| 0.0018 | 40 | 0.1% |
| 0.0028 | 17 | < 0.1% |
| 0.0037 | 75 | 0.1% |
| 0.0046 | 26 | 0.1% |
| 0.0055 | 41 | 0.1% |
| 0.0064 | 22 | < 0.1% |
| 0.0073 | 294 | |
| 0.0083 | 23 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 11 | |
| 0.9164 | 2 | < 0.1% |
| 0.9109 | 1 | < 0.1% |
| 0.9036 | 1 | < 0.1% |
| 0.8522 | 2 | < 0.1% |
| 0.7971 | 2 | < 0.1% |
| 0.7961 | 1 | < 0.1% |
| 0.7796 | 1 | < 0.1% |
| 0.7521 | 1 | < 0.1% |
| 0.7383 | 1 | < 0.1% |
LIVINGAREA_MODE
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 3754 |
|---|---|
| Distinct (%) | 15.0% |
| Missing | 25041 |
| Missing (%) | 50.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.10540441 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 75 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0077 |
| Q1 | 0.0419 |
| median | 0.073 |
| Q3 | 0.1252 |
| 95-th percentile | 0.3202 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.0833 |
Descriptive statistics
| Standard deviation | 0.1111268 |
|---|---|
| Coefficient of variation (CV) | 1.0542898 |
| Kurtosis | 12.38963 |
| Mean | 0.10540441 |
| Median Absolute Deviation (MAD) | 0.0398 |
| Skewness | 2.8878826 |
| Sum | 2630.7886 |
| Variance | 0.012349165 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 75 | 0.1% |
| 0.0726 | 47 | 0.1% |
| 0.0529 | 45 | 0.1% |
| 0.0548 | 42 | 0.1% |
| 0.0535 | 40 | 0.1% |
| 0.0533 | 40 | 0.1% |
| 0.0076 | 39 | 0.1% |
| 0.053 | 38 | 0.1% |
| 0.0532 | 38 | 0.1% |
| 0.0731 | 37 | 0.1% |
| Other values (3744) | 24518 | |
| (Missing) | 25041 |
| Value | Count | Frequency (%) |
| 0 | 75 | |
| 0.0003 | 2 | < 0.1% |
| 0.0004 | 3 | < 0.1% |
| 0.0005 | 4 | < 0.1% |
| 0.0006 | 4 | < 0.1% |
| 0.0007 | 8 | < 0.1% |
| 0.0008 | 7 | < 0.1% |
| 0.0009 | 6 | < 0.1% |
| 0.001 | 12 | < 0.1% |
| 0.0011 | 15 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 25 | |
| 0.9922 | 1 | < 0.1% |
| 0.9412 | 1 | < 0.1% |
| 0.9403 | 2 | < 0.1% |
| 0.9315 | 2 | < 0.1% |
| 0.926 | 1 | < 0.1% |
| 0.9244 | 1 | < 0.1% |
| 0.9015 | 1 | < 0.1% |
| 0.8957 | 2 | < 0.1% |
| 0.8932 | 1 | < 0.1% |
NONLIVINGAPARTMENTS_MODE
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 96 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 34631 |
| Missing (%) | 69.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0079647277 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 9646 |
| Zeros (%) | 19.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.0039 |
| 95-th percentile | 0.0272 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.0039 |
Descriptive statistics
| Standard deviation | 0.045056207 |
|---|---|
| Coefficient of variation (CV) | 5.6569677 |
| Kurtosis | 315.73239 |
| Mean | 0.0079647277 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 16.390368 |
| Sum | 122.4099 |
| Variance | 0.0020300618 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 9646 | 19.3% |
| 0.0039 | 2257 | 4.5% |
| 0.0078 | 1065 | 2.1% |
| 0.0117 | 627 | 1.3% |
| 0.0156 | 410 | 0.8% |
| 0.0195 | 305 | 0.6% |
| 0.0233 | 197 | 0.4% |
| 0.0272 | 151 | 0.3% |
| 0.0311 | 141 | 0.3% |
| 0.0389 | 89 | 0.2% |
| Other values (86) | 481 | 1.0% |
| (Missing) | 34631 |
| Value | Count | Frequency (%) |
| 0 | 9646 | |
| 0.0039 | 2257 | 4.5% |
| 0.0078 | 1065 | 2.1% |
| 0.0117 | 627 | 1.3% |
| 0.0156 | 410 | 0.8% |
| 0.0195 | 305 | 0.6% |
| 0.0233 | 197 | 0.4% |
| 0.0272 | 151 | 0.3% |
| 0.0311 | 141 | 0.3% |
| 0.035 | 88 | 0.2% |
| Value | Count | Frequency (%) |
| 1 | 11 | |
| 0.9805 | 2 | < 0.1% |
| 0.9533 | 1 | < 0.1% |
| 0.9416 | 1 | < 0.1% |
| 0.9339 | 3 | < 0.1% |
| 0.8911 | 1 | < 0.1% |
| 0.8872 | 1 | < 0.1% |
| 0.7782 | 2 | < 0.1% |
| 0.751 | 1 | < 0.1% |
| 0.7082 | 1 | < 0.1% |
NONLIVINGAREA_MODE
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 1992 |
|---|---|
| Distinct (%) | 8.8% |
| Missing | 27437 |
| Missing (%) | 54.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.027078664 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 10925 |
| Zeros (%) | 21.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.0012 |
| Q3 | 0.0239 |
| 95-th percentile | 0.12848 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.0239 |
Descriptive statistics
| Standard deviation | 0.07051292 |
|---|---|
| Coefficient of variation (CV) | 2.6040029 |
| Kurtosis | 67.730296 |
| Mean | 0.027078664 |
| Median Absolute Deviation (MAD) | 0.0012 |
| Skewness | 6.754787 |
| Sum | 610.9759 |
| Variance | 0.0049720719 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 10925 | 21.9% |
| 0.0011 | 90 | 0.2% |
| 0.0012 | 82 | 0.2% |
| 0.0046 | 70 | 0.1% |
| 0.0033 | 68 | 0.1% |
| 0.0055 | 65 | 0.1% |
| 0.0037 | 65 | 0.1% |
| 0.0049 | 64 | 0.1% |
| 0.0038 | 60 | 0.1% |
| 0.0045 | 60 | 0.1% |
| Other values (1982) | 11014 | |
| (Missing) | 27437 |
| Value | Count | Frequency (%) |
| 0 | 10925 | |
| 0.0001 | 19 | < 0.1% |
| 0.0002 | 20 | < 0.1% |
| 0.0003 | 10 | < 0.1% |
| 0.0004 | 19 | < 0.1% |
| 0.0005 | 22 | < 0.1% |
| 0.0006 | 20 | < 0.1% |
| 0.0007 | 20 | < 0.1% |
| 0.0008 | 22 | < 0.1% |
| 0.0009 | 30 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 26 | |
| 0.9343 | 1 | < 0.1% |
| 0.9159 | 1 | < 0.1% |
| 0.9075 | 1 | < 0.1% |
| 0.9057 | 1 | < 0.1% |
| 0.8695 | 1 | < 0.1% |
| 0.8619 | 2 | < 0.1% |
| 0.8581 | 1 | < 0.1% |
| 0.8455 | 2 | < 0.1% |
| 0.8112 | 2 | < 0.1% |
APARTMENTS_MEDI
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 907 |
|---|---|
| Distinct (%) | 3.7% |
| Missing | 25299 |
| Missing (%) | 50.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.11784278 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 120 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0083 |
| Q1 | 0.0573 |
| median | 0.0864 |
| Q3 | 0.1499 |
| 95-th percentile | 0.33 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.0926 |
Descriptive statistics
| Standard deviation | 0.10869123 |
|---|---|
| Coefficient of variation (CV) | 0.92234102 |
| Kurtosis | 10.707818 |
| Mean | 0.11784278 |
| Median Absolute Deviation (MAD) | 0.0448 |
| Skewness | 2.5732869 |
| Sum | 2910.8345 |
| Variance | 0.011813783 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.0833 | 1154 | 2.3% |
| 0.0625 | 1094 | 2.2% |
| 0.0937 | 730 | 1.5% |
| 0.0729 | 663 | 1.3% |
| 0.0083 | 568 | 1.1% |
| 0.0167 | 534 | 1.1% |
| 0.1041 | 506 | 1.0% |
| 0.1499 | 474 | 0.9% |
| 0.0125 | 444 | 0.9% |
| 0.0749 | 419 | 0.8% |
| Other values (897) | 18115 | |
| (Missing) | 25299 |
| Value | Count | Frequency (%) |
| 0 | 120 | |
| 0.001 | 33 | 0.1% |
| 0.0016 | 2 | < 0.1% |
| 0.0021 | 135 | |
| 0.0026 | 3 | < 0.1% |
| 0.0031 | 64 | 0.1% |
| 0.0036 | 2 | < 0.1% |
| 0.0042 | 160 | |
| 0.0047 | 1 | < 0.1% |
| 0.0052 | 55 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 21 | |
| 0.9972 | 2 | < 0.1% |
| 0.991 | 2 | < 0.1% |
| 0.9753 | 1 | < 0.1% |
| 0.9576 | 1 | < 0.1% |
| 0.9337 | 1 | < 0.1% |
| 0.916 | 1 | < 0.1% |
| 0.9098 | 1 | < 0.1% |
| 0.9066 | 1 | < 0.1% |
| 0.9025 | 1 | < 0.1% |
BASEMENTAREA_MEDI
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 2739 |
|---|---|
| Distinct (%) | 13.2% |
| Missing | 29226 |
| Missing (%) | 58.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.087466641 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 2438 |
| Zeros (%) | 4.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.0439 |
| median | 0.076 |
| Q3 | 0.1113 |
| 95-th percentile | 0.2199 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.0674 |
Descriptive statistics
| Standard deviation | 0.080962161 |
|---|---|
| Coefficient of variation (CV) | 0.92563473 |
| Kurtosis | 27.043233 |
| Mean | 0.087466641 |
| Median Absolute Deviation (MAD) | 0.03375 |
| Skewness | 3.5826092 |
| Sum | 1817.032 |
| Variance | 0.0065548715 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2438 | 4.9% |
| 0.0818 | 50 | 0.1% |
| 0.08 | 49 | 0.1% |
| 0.1091 | 47 | 0.1% |
| 0.0796 | 46 | 0.1% |
| 0.0764 | 41 | 0.1% |
| 0.0625 | 39 | 0.1% |
| 0.0618 | 38 | 0.1% |
| 0.0655 | 38 | 0.1% |
| 0.0636 | 37 | 0.1% |
| Other values (2729) | 17951 | |
| (Missing) | 29226 |
| Value | Count | Frequency (%) |
| 0 | 2438 | |
| 0.0001 | 20 | < 0.1% |
| 0.0002 | 9 | < 0.1% |
| 0.0003 | 1 | < 0.1% |
| 0.0004 | 2 | < 0.1% |
| 0.0005 | 12 | < 0.1% |
| 0.0006 | 4 | < 0.1% |
| 0.0007 | 2 | < 0.1% |
| 0.0008 | 3 | < 0.1% |
| 0.0009 | 7 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 23 | |
| 0.9677 | 1 | < 0.1% |
| 0.9636 | 1 | < 0.1% |
| 0.955 | 1 | < 0.1% |
| 0.9431 | 1 | < 0.1% |
| 0.9169 | 1 | < 0.1% |
| 0.8152 | 1 | < 0.1% |
| 0.815 | 2 | < 0.1% |
| 0.7924 | 1 | < 0.1% |
| 0.7775 | 1 | < 0.1% |
YEARS_BEGINEXPLUATATION_MEDI
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 168 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 24370 |
| Missing (%) | 48.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.97765869 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 88 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.9687 |
| Q1 | 0.9767 |
| median | 0.9816 |
| Q3 | 0.9866 |
| 95-th percentile | 0.9955 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.0099 |
Descriptive statistics
| Standard deviation | 0.059778888 |
|---|---|
| Coefficient of variation (CV) | 0.061144946 |
| Kurtosis | 250.03179 |
| Mean | 0.97765869 |
| Median Absolute Deviation (MAD) | 0.005 |
| Skewness | -15.630265 |
| Sum | 25057.392 |
| Variance | 0.0035735154 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.9801 | 702 | 1.4% |
| 0.9871 | 690 | 1.4% |
| 0.9791 | 672 | 1.3% |
| 0.9876 | 672 | 1.3% |
| 0.9866 | 670 | 1.3% |
| 0.9831 | 666 | 1.3% |
| 0.9861 | 659 | 1.3% |
| 0.9851 | 652 | 1.3% |
| 0.9796 | 652 | 1.3% |
| 0.9856 | 649 | 1.3% |
| Other values (158) | 18946 | |
| (Missing) | 24370 |
| Value | Count | Frequency (%) |
| 0 | 88 | |
| 0.0179 | 1 | < 0.1% |
| 0.0447 | 1 | < 0.1% |
| 0.4759 | 1 | < 0.1% |
| 0.4774 | 1 | < 0.1% |
| 0.4883 | 1 | < 0.1% |
| 0.4898 | 1 | < 0.1% |
| 0.4903 | 3 | < 0.1% |
| 0.4908 | 1 | < 0.1% |
| 0.4933 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 31 | 0.1% |
| 0.9995 | 109 | |
| 0.999 | 148 | |
| 0.9985 | 151 | |
| 0.998 | 168 | |
| 0.9975 | 187 | |
| 0.997 | 172 | |
| 0.9965 | 143 | |
| 0.996 | 153 | |
| 0.9955 | 119 |
YEARS_BUILD_MEDI
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 130 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 33161 |
| Missing (%) | 66.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.75452362 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 11 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.5975 |
| Q1 | 0.6914 |
| median | 0.7585 |
| Q3 | 0.8256 |
| 95-th percentile | 0.9463 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.1342 |
Descriptive statistics
| Standard deviation | 0.11231895 |
|---|---|
| Coefficient of variation (CV) | 0.14886075 |
| Kurtosis | 3.9587756 |
| Mean | 0.75452362 |
| Median Absolute Deviation (MAD) | 0.0671 |
| Skewness | -0.91808225 |
| Sum | 12705.423 |
| Variance | 0.012615547 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.7316 | 488 | 1.0% |
| 0.8256 | 482 | 1.0% |
| 0.8189 | 481 | 1.0% |
| 0.8323 | 475 | 0.9% |
| 0.7451 | 455 | 0.9% |
| 0.8054 | 450 | 0.9% |
| 0.7182 | 445 | 0.9% |
| 0.7987 | 444 | 0.9% |
| 0.8121 | 443 | 0.9% |
| 0.7518 | 439 | 0.9% |
| Other values (120) | 12237 | 24.5% |
| (Missing) | 33161 |
| Value | Count | Frequency (%) |
| 0 | 11 | |
| 0.0138 | 1 | < 0.1% |
| 0.0205 | 1 | < 0.1% |
| 0.0272 | 1 | < 0.1% |
| 0.0473 | 1 | < 0.1% |
| 0.0674 | 2 | < 0.1% |
| 0.0876 | 1 | < 0.1% |
| 0.0943 | 1 | < 0.1% |
| 0.101 | 1 | < 0.1% |
| 0.1077 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 30 | 0.1% |
| 0.9933 | 82 | |
| 0.9866 | 105 | |
| 0.9799 | 117 | |
| 0.9732 | 123 | |
| 0.9665 | 121 | |
| 0.9597 | 128 | |
| 0.953 | 113 | |
| 0.9463 | 115 | |
| 0.9396 | 98 |
COMMONAREA_MEDI
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 1984 |
|---|---|
| Distinct (%) | 13.1% |
| Missing | 34890 |
| Missing (%) | 69.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.044944328 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1446 |
| Zeros (%) | 2.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.0078 |
| median | 0.0209 |
| Q3 | 0.0511 |
| 95-th percentile | 0.162355 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.0433 |
Descriptive statistics
| Standard deviation | 0.078826348 |
|---|---|
| Coefficient of variation (CV) | 1.7538664 |
| Kurtosis | 45.766495 |
| Mean | 0.044944328 |
| Median Absolute Deviation (MAD) | 0.0171 |
| Skewness | 5.5416715 |
| Sum | 679.1088 |
| Variance | 0.0062135931 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1446 | 2.9% |
| 0.008 | 82 | 0.2% |
| 0.0079 | 82 | 0.2% |
| 0.0078 | 74 | 0.1% |
| 0.0086 | 62 | 0.1% |
| 0.0014 | 58 | 0.1% |
| 0.0012 | 57 | 0.1% |
| 0.0071 | 55 | 0.1% |
| 0.001 | 55 | 0.1% |
| 0.0097 | 51 | 0.1% |
| Other values (1974) | 13088 | 26.2% |
| (Missing) | 34890 |
| Value | Count | Frequency (%) |
| 0 | 1446 | |
| 0.0001 | 5 | < 0.1% |
| 0.0002 | 7 | < 0.1% |
| 0.0003 | 13 | < 0.1% |
| 0.0004 | 8 | < 0.1% |
| 0.0005 | 16 | < 0.1% |
| 0.0006 | 23 | < 0.1% |
| 0.0007 | 37 | 0.1% |
| 0.0008 | 14 | < 0.1% |
| 0.0009 | 25 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 15 | |
| 0.9969 | 1 | < 0.1% |
| 0.9565 | 1 | < 0.1% |
| 0.8911 | 1 | < 0.1% |
| 0.8864 | 2 | < 0.1% |
| 0.8825 | 1 | < 0.1% |
| 0.8794 | 1 | < 0.1% |
| 0.8658 | 1 | < 0.1% |
| 0.8656 | 1 | < 0.1% |
| 0.8568 | 1 | < 0.1% |
ELEVATORS_MEDI
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 43 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 26607 |
| Missing (%) | 53.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.07714359 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 14231 |
| Zeros (%) | 28.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.12 |
| 95-th percentile | 0.36 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.12 |
Descriptive statistics
| Standard deviation | 0.13303324 |
|---|---|
| Coefficient of variation (CV) | 1.7244886 |
| Kurtosis | 7.9608401 |
| Mean | 0.07714359 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.4526799 |
| Sum | 1804.62 |
| Variance | 0.017697843 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 14231 | |
| 0.08 | 1745 | 3.5% |
| 0.16 | 1484 | 3.0% |
| 0.24 | 1030 | 2.1% |
| 0.12 | 985 | 2.0% |
| 0.04 | 797 | 1.6% |
| 0.2 | 672 | 1.3% |
| 0.32 | 468 | 0.9% |
| 0.28 | 390 | 0.8% |
| 0.4 | 260 | 0.5% |
| Other values (33) | 1331 | 2.7% |
| (Missing) | 26607 |
| Value | Count | Frequency (%) |
| 0 | 14231 | |
| 0.02 | 59 | 0.1% |
| 0.04 | 797 | 1.6% |
| 0.06 | 70 | 0.1% |
| 0.08 | 1745 | 3.5% |
| 0.1 | 79 | 0.2% |
| 0.12 | 985 | 2.0% |
| 0.14 | 57 | 0.1% |
| 0.16 | 1484 | 3.0% |
| 0.18 | 46 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 21 | |
| 0.96 | 13 | |
| 0.92 | 5 | < 0.1% |
| 0.88 | 13 | |
| 0.84 | 8 | < 0.1% |
| 0.8 | 24 | |
| 0.78 | 1 | < 0.1% |
| 0.76 | 5 | < 0.1% |
| 0.72 | 32 | |
| 0.68 | 17 |
ENTRANCES_MEDI
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 45 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 25157 |
| Missing (%) | 50.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.14929064 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 50 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0345 |
| Q1 | 0.069 |
| median | 0.1379 |
| Q3 | 0.2069 |
| 95-th percentile | 0.3103 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.1379 |
Descriptive statistics
| Standard deviation | 0.10117952 |
|---|---|
| Coefficient of variation (CV) | 0.67773519 |
| Kurtosis | 12.199726 |
| Mean | 0.14929064 |
| Median Absolute Deviation (MAD) | 0.0689 |
| Skewness | 2.4644541 |
| Sum | 3708.8274 |
| Variance | 0.010237296 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1379 | 5769 | 11.5% |
| 0.069 | 3919 | 7.8% |
| 0.1034 | 3292 | 6.6% |
| 0.2069 | 3205 | 6.4% |
| 0.0345 | 2670 | 5.3% |
| 0.1724 | 1571 | 3.1% |
| 0.2759 | 1312 | 2.6% |
| 0.2414 | 729 | 1.5% |
| 0.3448 | 347 | 0.7% |
| 0.3103 | 334 | 0.7% |
| Other values (35) | 1695 | 3.4% |
| (Missing) | 25157 |
| Value | Count | Frequency (%) |
| 0 | 50 | 0.1% |
| 0.0172 | 1 | < 0.1% |
| 0.0345 | 2670 | |
| 0.0517 | 116 | 0.2% |
| 0.069 | 3919 | |
| 0.0862 | 215 | 0.4% |
| 0.1034 | 3292 | |
| 0.1207 | 193 | 0.4% |
| 0.1379 | 5769 | |
| 0.1552 | 131 | 0.3% |
| Value | Count | Frequency (%) |
| 1 | 30 | |
| 0.9655 | 3 | < 0.1% |
| 0.931 | 2 | < 0.1% |
| 0.8966 | 11 | < 0.1% |
| 0.8621 | 3 | < 0.1% |
| 0.8276 | 6 | < 0.1% |
| 0.7931 | 9 | < 0.1% |
| 0.7586 | 12 | < 0.1% |
| 0.7241 | 8 | < 0.1% |
| 0.6897 | 19 |
FLOORSMAX_MEDI
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 47 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 24840 |
| Missing (%) | 49.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.22491804 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 501 |
| Zeros (%) | 1.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0417 |
| Q1 | 0.1667 |
| median | 0.1667 |
| Q3 | 0.3333 |
| 95-th percentile | 0.4583 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.1666 |
Descriptive statistics
| Standard deviation | 0.14453452 |
|---|---|
| Coefficient of variation (CV) | 0.6426097 |
| Kurtosis | 2.5131653 |
| Mean | 0.22491804 |
| Median Absolute Deviation (MAD) | 0.0834 |
| Skewness | 1.2492965 |
| Sum | 5658.9379 |
| Variance | 0.020890226 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1667 | 10376 | |
| 0.3333 | 5381 | 10.8% |
| 0.0417 | 2424 | 4.8% |
| 0.375 | 1360 | 2.7% |
| 0.125 | 1170 | 2.3% |
| 0.0833 | 1079 | 2.2% |
| 0 | 501 | 1.0% |
| 0.4583 | 477 | 1.0% |
| 0.5417 | 319 | 0.6% |
| 0.25 | 313 | 0.6% |
| Other values (37) | 1760 | 3.5% |
| (Missing) | 24840 |
| Value | Count | Frequency (%) |
| 0 | 501 | 1.0% |
| 0.0208 | 17 | < 0.1% |
| 0.0417 | 2424 | 4.8% |
| 0.0625 | 21 | < 0.1% |
| 0.0833 | 1079 | 2.2% |
| 0.1042 | 83 | 0.2% |
| 0.125 | 1170 | 2.3% |
| 0.1458 | 56 | 0.1% |
| 0.1667 | 10376 | |
| 0.1875 | 32 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 23 | |
| 0.9792 | 1 | < 0.1% |
| 0.9583 | 16 | |
| 0.9375 | 1 | < 0.1% |
| 0.9167 | 6 | < 0.1% |
| 0.8958 | 1 | < 0.1% |
| 0.875 | 37 | |
| 0.8333 | 7 | < 0.1% |
| 0.8125 | 5 | < 0.1% |
| 0.7917 | 16 |
FLOORSMIN_MEDI
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 46 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 33864 |
| Missing (%) | 67.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.23070783 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 366 |
| Zeros (%) | 0.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0417 |
| Q1 | 0.0833 |
| median | 0.2083 |
| Q3 | 0.375 |
| 95-th percentile | 0.5 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.2917 |
Descriptive statistics
| Standard deviation | 0.16130612 |
|---|---|
| Coefficient of variation (CV) | 0.69917922 |
| Kurtosis | 1.3069729 |
| Mean | 0.23070783 |
| Median Absolute Deviation (MAD) | 0.1666 |
| Skewness | 0.95575942 |
| Sum | 3722.7016 |
| Variance | 0.026019666 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.2083 | 5519 | 11.0% |
| 0.0417 | 3014 | 6.0% |
| 0.375 | 2951 | 5.9% |
| 0.0833 | 824 | 1.6% |
| 0.4167 | 697 | 1.4% |
| 0.1667 | 617 | 1.2% |
| 0.125 | 508 | 1.0% |
| 0 | 366 | 0.7% |
| 0.5 | 295 | 0.6% |
| 0.6667 | 196 | 0.4% |
| Other values (36) | 1149 | 2.3% |
| (Missing) | 33864 |
| Value | Count | Frequency (%) |
| 0 | 366 | 0.7% |
| 0.0208 | 9 | < 0.1% |
| 0.0417 | 3014 | |
| 0.0625 | 8 | < 0.1% |
| 0.0833 | 824 | 1.6% |
| 0.1042 | 14 | < 0.1% |
| 0.125 | 508 | 1.0% |
| 0.1458 | 34 | 0.1% |
| 0.1667 | 617 | 1.2% |
| 0.1875 | 25 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 19 | |
| 0.9792 | 1 | < 0.1% |
| 0.9583 | 3 | < 0.1% |
| 0.9167 | 19 | |
| 0.875 | 3 | < 0.1% |
| 0.8542 | 2 | < 0.1% |
| 0.8333 | 9 | |
| 0.8125 | 3 | < 0.1% |
| 0.7917 | 11 | |
| 0.75 | 19 |
LANDAREA_MEDI
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 2528 |
|---|---|
| Distinct (%) | 12.4% |
| Missing | 29637 |
| Missing (%) | 59.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.066493252 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 2598 |
| Zeros (%) | 5.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.0186 |
| median | 0.0481 |
| Q3 | 0.0862 |
| 95-th percentile | 0.19454 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.0676 |
Descriptive statistics
| Standard deviation | 0.081955748 |
|---|---|
| Coefficient of variation (CV) | 1.2325423 |
| Kurtosis | 35.588432 |
| Mean | 0.066493252 |
| Median Absolute Deviation (MAD) | 0.0325 |
| Skewness | 4.5186294 |
| Sum | 1354.0021 |
| Variance | 0.0067167446 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2598 | 5.2% |
| 0.0321 | 39 | 0.1% |
| 0.0177 | 37 | 0.1% |
| 0.0144 | 36 | 0.1% |
| 0.0385 | 35 | 0.1% |
| 0.0203 | 34 | 0.1% |
| 0.0241 | 34 | 0.1% |
| 0.023 | 33 | 0.1% |
| 0.0193 | 32 | 0.1% |
| 0.0225 | 31 | 0.1% |
| Other values (2518) | 17454 | |
| (Missing) | 29637 |
| Value | Count | Frequency (%) |
| 0 | 2598 | |
| 0.0001 | 2 | < 0.1% |
| 0.0002 | 3 | < 0.1% |
| 0.0004 | 2 | < 0.1% |
| 0.0005 | 1 | < 0.1% |
| 0.0006 | 3 | < 0.1% |
| 0.0007 | 2 | < 0.1% |
| 0.0008 | 3 | < 0.1% |
| 0.001 | 2 | < 0.1% |
| 0.0011 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 27 | |
| 0.9858 | 1 | < 0.1% |
| 0.9662 | 1 | < 0.1% |
| 0.9103 | 2 | < 0.1% |
| 0.8789 | 1 | < 0.1% |
| 0.8705 | 1 | < 0.1% |
| 0.8374 | 1 | < 0.1% |
| 0.7966 | 1 | < 0.1% |
| 0.7824 | 1 | < 0.1% |
| 0.7704 | 1 | < 0.1% |
LIVINGAPARTMENTS_MEDI
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 815 |
|---|---|
| Distinct (%) | 5.1% |
| Missing | 34114 |
| Missing (%) | 68.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.10186285 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 56 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0103 |
| Q1 | 0.0513 |
| median | 0.0761 |
| Q3 | 0.1231 |
| 95-th percentile | 0.2779 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.0718 |
Descriptive statistics
| Standard deviation | 0.092379964 |
|---|---|
| Coefficient of variation (CV) | 0.90690537 |
| Kurtosis | 14.276141 |
| Mean | 0.10186285 |
| Median Absolute Deviation (MAD) | 0.0333 |
| Skewness | 2.8583731 |
| Sum | 1618.1932 |
| Variance | 0.0085340577 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.0513 | 739 | 1.5% |
| 0.0684 | 734 | 1.5% |
| 0.077 | 467 | 0.9% |
| 0.0599 | 418 | 0.8% |
| 0.0855 | 321 | 0.6% |
| 0.1231 | 276 | 0.6% |
| 0.0616 | 274 | 0.5% |
| 0.0068 | 266 | 0.5% |
| 0.0137 | 246 | 0.5% |
| 0.1026 | 245 | 0.5% |
| Other values (805) | 11900 | 23.8% |
| (Missing) | 34114 |
| Value | Count | Frequency (%) |
| 0 | 56 | |
| 0.0009 | 18 | < 0.1% |
| 0.0017 | 38 | |
| 0.0026 | 14 | < 0.1% |
| 0.0034 | 67 | |
| 0.0043 | 24 | < 0.1% |
| 0.0051 | 38 | |
| 0.0056 | 1 | < 0.1% |
| 0.006 | 16 | < 0.1% |
| 0.0064 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 12 | |
| 0.9654 | 1 | < 0.1% |
| 0.9312 | 1 | < 0.1% |
| 0.8534 | 2 | < 0.1% |
| 0.8482 | 1 | < 0.1% |
| 0.8414 | 1 | < 0.1% |
| 0.7935 | 2 | < 0.1% |
| 0.7422 | 2 | < 0.1% |
| 0.7414 | 1 | < 0.1% |
| 0.726 | 1 | < 0.1% |
LIVINGAREA_MEDI
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 3752 |
|---|---|
| Distinct (%) | 15.0% |
| Missing | 25041 |
| Missing (%) | 50.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.10783432 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 46 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0082 |
| Q1 | 0.0449 |
| median | 0.0748 |
| Q3 | 0.1301 |
| 95-th percentile | 0.32272 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.0852 |
Descriptive statistics
| Standard deviation | 0.11098154 |
|---|---|
| Coefficient of variation (CV) | 1.0291858 |
| Kurtosis | 11.964055 |
| Mean | 0.10783432 |
| Median Absolute Deviation (MAD) | 0.0397 |
| Skewness | 2.8181834 |
| Sum | 2691.4367 |
| Variance | 0.012316903 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 46 | 0.1% |
| 0.0714 | 43 | 0.1% |
| 0.0149 | 40 | 0.1% |
| 0.0709 | 39 | 0.1% |
| 0.0522 | 39 | 0.1% |
| 0.052 | 39 | 0.1% |
| 0.0516 | 39 | 0.1% |
| 0.0534 | 38 | 0.1% |
| 0.0652 | 38 | 0.1% |
| 0.0676 | 38 | 0.1% |
| Other values (3742) | 24560 | |
| (Missing) | 25041 |
| Value | Count | Frequency (%) |
| 0 | 46 | |
| 0.0003 | 2 | < 0.1% |
| 0.0004 | 2 | < 0.1% |
| 0.0005 | 4 | < 0.1% |
| 0.0006 | 4 | < 0.1% |
| 0.0007 | 3 | < 0.1% |
| 0.0008 | 5 | < 0.1% |
| 0.0009 | 4 | < 0.1% |
| 0.001 | 7 | < 0.1% |
| 0.0011 | 11 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 25 | |
| 0.9931 | 2 | < 0.1% |
| 0.9694 | 1 | < 0.1% |
| 0.9196 | 1 | < 0.1% |
| 0.9187 | 2 | < 0.1% |
| 0.9101 | 2 | < 0.1% |
| 0.9048 | 1 | < 0.1% |
| 0.9032 | 1 | < 0.1% |
| 0.8911 | 3 | < 0.1% |
| 0.8808 | 1 | < 0.1% |
NONLIVINGAPARTMENTS_MEDI
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 120 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 34631 |
| Missing (%) | 69.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0085260589 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 9153 |
| Zeros (%) | 18.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.0039 |
| 95-th percentile | 0.0311 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.0039 |
Descriptive statistics
| Standard deviation | 0.046336368 |
|---|---|
| Coefficient of variation (CV) | 5.4346761 |
| Kurtosis | 295.34279 |
| Mean | 0.0085260589 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 15.847326 |
| Sum | 131.037 |
| Variance | 0.002147059 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 9153 | 18.3% |
| 0.0039 | 2258 | 4.5% |
| 0.0078 | 1077 | 2.2% |
| 0.0116 | 641 | 1.3% |
| 0.0155 | 413 | 0.8% |
| 0.0194 | 313 | 0.6% |
| 0.0233 | 202 | 0.4% |
| 0.0019 | 198 | 0.4% |
| 0.0272 | 159 | 0.3% |
| 0.0311 | 144 | 0.3% |
| Other values (110) | 811 | 1.6% |
| (Missing) | 34631 |
| Value | Count | Frequency (%) |
| 0 | 9153 | |
| 0.0019 | 198 | 0.4% |
| 0.0039 | 2258 | 4.5% |
| 0.0058 | 74 | 0.1% |
| 0.0078 | 1077 | 2.2% |
| 0.0097 | 49 | 0.1% |
| 0.0116 | 641 | 1.3% |
| 0.0136 | 27 | 0.1% |
| 0.0155 | 413 | 0.8% |
| 0.0175 | 11 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 10 | |
| 0.9976 | 1 | < 0.1% |
| 0.9782 | 2 | < 0.1% |
| 0.9608 | 1 | < 0.1% |
| 0.9511 | 1 | < 0.1% |
| 0.9394 | 1 | < 0.1% |
| 0.9317 | 3 | < 0.1% |
| 0.889 | 1 | < 0.1% |
| 0.8851 | 1 | < 0.1% |
| 0.7764 | 2 | < 0.1% |
NONLIVINGAREA_MEDI
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 1984 |
|---|---|
| Distinct (%) | 8.8% |
| Missing | 27437 |
| Missing (%) | 54.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.028303891 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 9933 |
| Zeros (%) | 19.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.0032 |
| Q3 | 0.0271 |
| 95-th percentile | 0.1284 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.0271 |
Descriptive statistics
| Standard deviation | 0.070010415 |
|---|---|
| Coefficient of variation (CV) | 2.4735261 |
| Kurtosis | 66.849525 |
| Mean | 0.028303891 |
| Median Absolute Deviation (MAD) | 0.0032 |
| Skewness | 6.6640562 |
| Sum | 638.6207 |
| Variance | 0.0049014582 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 9933 | 19.9% |
| 0.0011 | 86 | 0.2% |
| 0.0037 | 84 | 0.2% |
| 0.0012 | 83 | 0.2% |
| 0.0047 | 73 | 0.1% |
| 0.0043 | 71 | 0.1% |
| 0.0022 | 68 | 0.1% |
| 0.0031 | 68 | 0.1% |
| 0.0045 | 66 | 0.1% |
| 0.0053 | 66 | 0.1% |
| Other values (1974) | 11965 | |
| (Missing) | 27437 |
| Value | Count | Frequency (%) |
| 0 | 9933 | |
| 0.0001 | 26 | 0.1% |
| 0.0002 | 17 | < 0.1% |
| 0.0003 | 13 | < 0.1% |
| 0.0004 | 26 | 0.1% |
| 0.0005 | 21 | < 0.1% |
| 0.0006 | 21 | < 0.1% |
| 0.0007 | 24 | < 0.1% |
| 0.0008 | 22 | < 0.1% |
| 0.0009 | 38 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 22 | |
| 0.9792 | 1 | < 0.1% |
| 0.9759 | 3 | < 0.1% |
| 0.9756 | 1 | < 0.1% |
| 0.901 | 1 | < 0.1% |
| 0.8833 | 1 | < 0.1% |
| 0.8752 | 1 | < 0.1% |
| 0.8735 | 1 | < 0.1% |
| 0.8385 | 1 | < 0.1% |
| 0.8312 | 2 | < 0.1% |
FONDKAPREMONT_MODE
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 34143 |
| Missing (%) | 68.3% |
| Memory size | 3.2 MiB |
| reg oper account | |
|---|---|
| reg oper spec account | |
| org spec account | 909 |
| not specified | 901 |
Length
| Max length | 21 |
|---|---|
| Median length | 16 |
| Mean length | 16.447878 |
| Min length | 13 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | reg oper account |
|---|---|
| 2nd row | reg oper account |
| 3rd row | org spec account |
| 4th row | reg oper account |
| 5th row | reg oper account |
Common Values
| Value | Count | Frequency (%) |
| reg oper account | 12086 | 24.2% |
| reg oper spec account | 1961 | 3.9% |
| org spec account | 909 | 1.8% |
| not specified | 901 | 1.8% |
| (Missing) | 34143 |
Length
Common Values (Plot)
HOUSETYPE_MODE
Categorical
IMBALANCE  MISSING 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 25045 |
| Missing (%) | 50.1% |
| Memory size | 3.2 MiB |
| block of flats | |
|---|---|
| specific housing | 263 |
| terraced house | 206 |
Length
| Max length | 16 |
|---|---|
| Median length | 14 |
| Mean length | 14.021078 |
| Min length | 14 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | block of flats |
|---|---|
| 2nd row | block of flats |
| 3rd row | block of flats |
| 4th row | block of flats |
| 5th row | block of flats |
Common Values
| Value | Count | Frequency (%) |
| block of flats | 24486 | |
| specific housing | 263 | 0.5% |
| terraced house | 206 | 0.4% |
| (Missing) | 25045 |
Length
Common Values (Plot)
TOTALAREA_MODE
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 3702 |
|---|---|
| Distinct (%) | 14.3% |
| Missing | 24122 |
| Missing (%) | 48.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.10186031 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 102 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0067 |
| Q1 | 0.0407 |
| median | 0.0689 |
| Q3 | 0.127475 |
| 95-th percentile | 0.306345 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.086775 |
Descriptive statistics
| Standard deviation | 0.1055875 |
|---|---|
| Coefficient of variation (CV) | 1.0365912 |
| Kurtosis | 11.576587 |
| Mean | 0.10186031 |
| Median Absolute Deviation (MAD) | 0.0378 |
| Skewness | 2.7164654 |
| Sum | 2635.9411 |
| Variance | 0.011148721 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 102 | 0.2% |
| 0.0547 | 49 | 0.1% |
| 0.0556 | 48 | 0.1% |
| 0.0551 | 47 | 0.1% |
| 0.055 | 43 | 0.1% |
| 0.0573 | 43 | 0.1% |
| 0.057 | 42 | 0.1% |
| 0.0548 | 42 | 0.1% |
| 0.0686 | 41 | 0.1% |
| 0.0609 | 40 | 0.1% |
| Other values (3692) | 25381 | |
| (Missing) | 24122 |
| Value | Count | Frequency (%) |
| 0 | 102 | |
| 0.0001 | 3 | < 0.1% |
| 0.0003 | 3 | < 0.1% |
| 0.0004 | 3 | < 0.1% |
| 0.0005 | 4 | < 0.1% |
| 0.0006 | 9 | < 0.1% |
| 0.0007 | 8 | < 0.1% |
| 0.0008 | 7 | < 0.1% |
| 0.0009 | 9 | < 0.1% |
| 0.001 | 18 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 22 | |
| 0.9746 | 1 | < 0.1% |
| 0.956 | 2 | < 0.1% |
| 0.9486 | 1 | < 0.1% |
| 0.9347 | 1 | < 0.1% |
| 0.9214 | 1 | < 0.1% |
| 0.9195 | 1 | < 0.1% |
| 0.9057 | 1 | < 0.1% |
| 0.8923 | 1 | < 0.1% |
| 0.89 | 1 | < 0.1% |
WALLSMATERIAL_MODE
Categorical
MISSING 
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 25366 |
| Missing (%) | 50.7% |
| Memory size | 3.1 MiB |
| Panel | |
|---|---|
| Stone, brick | |
| Block | |
| Wooden | 853 |
| Mixed | 357 |
| Other values (2) | 542 |
Length
| Max length | 12 |
|---|---|
| Median length | 5 |
| Mean length | 8.123772 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Monolithic |
|---|---|
| 2nd row | Panel |
| 3rd row | Stone, brick |
| 4th row | Panel |
| 5th row | Stone, brick |
Common Values
| Value | Count | Frequency (%) |
| Panel | 10759 | |
| Stone, brick | 10640 | |
| Block | 1483 | 3.0% |
| Wooden | 853 | 1.7% |
| Mixed | 357 | 0.7% |
| Others | 273 | 0.5% |
| Monolithic | 269 | 0.5% |
| (Missing) | 25366 |
Length
Common Values (Plot)
EMERGENCYSTATE_MODE
Boolean
IMBALANCE  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 23670 |
| Missing (%) | 47.3% |
| Memory size | 488.3 KiB |
| False | |
|---|---|
| True | 362 |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 25968 | |
| True | 362 | 0.7% |
| (Missing) | 23670 |
OBS_30_CNT_SOCIAL_CIRCLE
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 28 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 166 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.4225428 |
| Minimum | 0 |
|---|---|
| Maximum | 27 |
| Zeros | 26782 |
| Zeros (%) | 53.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 6 |
| Maximum | 27 |
| Range | 27 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.3392621 |
|---|---|
| Coefficient of variation (CV) | 1.644423 |
| Kurtosis | 10.071175 |
| Mean | 1.4225428 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.625412 |
| Sum | 70891 |
| Variance | 5.4721473 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 26782 | |
| 1 | 7827 | 15.7% |
| 2 | 4907 | 9.8% |
| 3 | 3218 | 6.4% |
| 4 | 2247 | 4.5% |
| 5 | 1569 | 3.1% |
| 6 | 1068 | 2.1% |
| 7 | 675 | 1.4% |
| 8 | 504 | 1.0% |
| 9 | 352 | 0.7% |
| Other values (18) | 685 | 1.4% |
| Value | Count | Frequency (%) |
| 0 | 26782 | |
| 1 | 7827 | 15.7% |
| 2 | 4907 | 9.8% |
| 3 | 3218 | 6.4% |
| 4 | 2247 | 4.5% |
| 5 | 1569 | 3.1% |
| 6 | 1068 | 2.1% |
| 7 | 675 | 1.4% |
| 8 | 504 | 1.0% |
| 9 | 352 | 0.7% |
| Value | Count | Frequency (%) |
| 27 | 1 | < 0.1% |
| 26 | 1 | < 0.1% |
| 25 | 4 | |
| 24 | 2 | < 0.1% |
| 23 | 1 | < 0.1% |
| 22 | 7 | |
| 21 | 6 | |
| 20 | 7 | |
| 19 | 8 | |
| 18 | 7 |
DEF_30_CNT_SOCIAL_CIRCLE
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 166 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1459646 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 44029 |
| Zeros (%) | 88.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.44769914 |
|---|---|
| Coefficient of variation (CV) | 3.0671761 |
| Kurtosis | 20.367886 |
| Mean | 0.1459646 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.8906456 |
| Sum | 7274 |
| Variance | 0.20043452 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 44029 | |
| 1 | 4658 | 9.3% |
| 2 | 897 | 1.8% |
| 3 | 194 | 0.4% |
| 4 | 46 | 0.1% |
| 5 | 6 | < 0.1% |
| 6 | 3 | < 0.1% |
| 8 | 1 | < 0.1% |
| (Missing) | 166 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 44029 | |
| 1 | 4658 | 9.3% |
| 2 | 897 | 1.8% |
| 3 | 194 | 0.4% |
| 4 | 46 | 0.1% |
| 5 | 6 | < 0.1% |
| 6 | 3 | < 0.1% |
| 8 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 8 | 1 | < 0.1% |
| 6 | 3 | < 0.1% |
| 5 | 6 | < 0.1% |
| 4 | 46 | 0.1% |
| 3 | 194 | 0.4% |
| 2 | 897 | 1.8% |
| 1 | 4658 | 9.3% |
| 0 | 44029 |
OBS_60_CNT_SOCIAL_CIRCLE
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 27 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 166 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.4057872 |
| Minimum | 0 |
|---|---|
| Maximum | 27 |
| Zeros | 26899 |
| Zeros (%) | 53.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 6 |
| Maximum | 27 |
| Range | 27 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.3182047 |
|---|---|
| Coefficient of variation (CV) | 1.6490438 |
| Kurtosis | 10.120269 |
| Mean | 1.4057872 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.6317479 |
| Sum | 70056 |
| Variance | 5.3740728 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 26899 | |
| 1 | 7847 | 15.7% |
| 2 | 4887 | 9.8% |
| 3 | 3210 | 6.4% |
| 4 | 2212 | 4.4% |
| 5 | 1560 | 3.1% |
| 6 | 1055 | 2.1% |
| 7 | 674 | 1.3% |
| 8 | 484 | 1.0% |
| 9 | 346 | 0.7% |
| Other values (17) | 660 | 1.3% |
| Value | Count | Frequency (%) |
| 0 | 26899 | |
| 1 | 7847 | 15.7% |
| 2 | 4887 | 9.8% |
| 3 | 3210 | 6.4% |
| 4 | 2212 | 4.4% |
| 5 | 1560 | 3.1% |
| 6 | 1055 | 2.1% |
| 7 | 674 | 1.3% |
| 8 | 484 | 1.0% |
| 9 | 346 | 0.7% |
| Value | Count | Frequency (%) |
| 27 | 1 | < 0.1% |
| 26 | 1 | < 0.1% |
| 25 | 3 | < 0.1% |
| 24 | 3 | < 0.1% |
| 22 | 7 | |
| 21 | 4 | < 0.1% |
| 20 | 8 | |
| 19 | 10 | |
| 18 | 7 | |
| 17 | 16 |
DEF_60_CNT_SOCIAL_CIRCLE
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 166 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.10139664 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 45566 |
| Zeros (%) | 91.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.36112106 |
|---|---|
| Coefficient of variation (CV) | 3.5614698 |
| Kurtosis | 24.99968 |
| Mean | 0.10139664 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.3900864 |
| Sum | 5053 |
| Variance | 0.13040842 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 45566 | |
| 1 | 3643 | 7.3% |
| 2 | 494 | 1.0% |
| 3 | 106 | 0.2% |
| 4 | 22 | < 0.1% |
| 5 | 2 | < 0.1% |
| 6 | 1 | < 0.1% |
| (Missing) | 166 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 45566 | |
| 1 | 3643 | 7.3% |
| 2 | 494 | 1.0% |
| 3 | 106 | 0.2% |
| 4 | 22 | < 0.1% |
| 5 | 2 | < 0.1% |
| 6 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 6 | 1 | < 0.1% |
| 5 | 2 | < 0.1% |
| 4 | 22 | < 0.1% |
| 3 | 106 | 0.2% |
| 2 | 494 | 1.0% |
| 1 | 3643 | 7.3% |
| 0 | 45566 |
DAYS_LAST_PHONE_CHANGE
Real number (ℝ)
ZEROS 
| Distinct | 3397 |
|---|---|
| Distinct (%) | 6.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -962.48572 |
| Minimum | -4128 |
|---|---|
| Maximum | 0 |
| Zeros | 6134 |
| Zeros (%) | 12.3% |
| Negative | 43866 |
| Negative (%) | 87.7% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | -4128 |
|---|---|
| 5-th percentile | -2515 |
| Q1 | -1567 |
| median | -760 |
| Q3 | -276 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 4128 |
| Interquartile range (IQR) | 1291 |
Descriptive statistics
| Standard deviation | 822.90941 |
|---|---|
| Coefficient of variation (CV) | -0.8549835 |
| Kurtosis | -0.30529719 |
| Mean | -962.48572 |
| Median Absolute Deviation (MAD) | 625 |
| Skewness | -0.70793874 |
| Sum | -48124286 |
| Variance | 677179.89 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 6134 | 12.3% |
| -1 | 423 | 0.8% |
| -2 | 379 | 0.8% |
| -3 | 292 | 0.6% |
| -4 | 205 | 0.4% |
| -5 | 137 | 0.3% |
| -7 | 84 | 0.2% |
| -6 | 82 | 0.2% |
| -8 | 44 | 0.1% |
| -239 | 43 | 0.1% |
| Other values (3387) | 42177 |
| Value | Count | Frequency (%) |
| -4128 | 1 | |
| -4066 | 1 | |
| -4051 | 1 | |
| -4046 | 1 | |
| -4039 | 1 | |
| -4033 | 1 | |
| -4026 | 1 | |
| -4002 | 1 | |
| -3999 | 1 | |
| -3988 | 1 |
| Value | Count | Frequency (%) |
| 0 | 6134 | |
| -1 | 423 | 0.8% |
| -2 | 379 | 0.8% |
| -3 | 292 | 0.6% |
| -4 | 205 | 0.4% |
| -5 | 137 | 0.3% |
| -6 | 82 | 0.2% |
| -7 | 84 | 0.2% |
| -8 | 44 | 0.1% |
| -9 | 30 | 0.1% |
FLAG_DOCUMENT_2
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.8 MiB |
| 0 | |
|---|---|
| 1 | 4 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 49996 | |
| 1 | 4 | < 0.1% |
Length
Common Values (Plot)
FLAG_DOCUMENT_3
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.8 MiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 35549 | |
| 0 | 14451 |
Length
Common Values (Plot)
FLAG_DOCUMENT_4
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.8 MiB |
| 0 | |
|---|---|
| 1 | 6 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 49994 | |
| 1 | 6 | < 0.1% |
Length
Common Values (Plot)
FLAG_DOCUMENT_5
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.8 MiB |
| 0 | |
|---|---|
| 1 | 748 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 49252 | |
| 1 | 748 | 1.5% |
Length
Common Values (Plot)
FLAG_DOCUMENT_6
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.8 MiB |
| 0 | |
|---|---|
| 1 | 4433 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 45567 | |
| 1 | 4433 | 8.9% |
Length
Common Values (Plot)
FLAG_DOCUMENT_7
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.8 MiB |
| 0 | |
|---|---|
| 1 | 6 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 49994 | |
| 1 | 6 | < 0.1% |
Length
Common Values (Plot)
FLAG_DOCUMENT_8
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.8 MiB |
| 0 | |
|---|---|
| 1 | 4114 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 45886 | |
| 1 | 4114 | 8.2% |
Length
Common Values (Plot)
FLAG_DOCUMENT_9
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.8 MiB |
| 0 | |
|---|---|
| 1 | 195 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 49805 | |
| 1 | 195 | 0.4% |
Length
Common Values (Plot)
FLAG_DOCUMENT_10
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.8 MiB |
| 0 | |
|---|---|
| 1 | 3 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 49997 | |
| 1 | 3 | < 0.1% |
Length
Common Values (Plot)
FLAG_DOCUMENT_11
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.8 MiB |
| 0 | |
|---|---|
| 1 | 199 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 49801 | |
| 1 | 199 | 0.4% |
Length
Common Values (Plot)
FLAG_DOCUMENT_12
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.8 MiB |
| 0 | |
|---|---|
| 1 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 49999 | |
| 1 | 1 | < 0.1% |
Length
Common Values (Plot)
FLAG_DOCUMENT_13
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.8 MiB |
| 0 | |
|---|---|
| 1 | 179 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 49821 | |
| 1 | 179 | 0.4% |
Length
Common Values (Plot)
FLAG_DOCUMENT_14
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.8 MiB |
| 0 | |
|---|---|
| 1 | 147 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 49853 | |
| 1 | 147 | 0.3% |
Length
Common Values (Plot)
FLAG_DOCUMENT_15
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.8 MiB |
| 0 | |
|---|---|
| 1 | 69 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 49931 | |
| 1 | 69 | 0.1% |
Length
Common Values (Plot)
FLAG_DOCUMENT_16
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.8 MiB |
| 0 | |
|---|---|
| 1 | 503 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 49497 | |
| 1 | 503 | 1.0% |
Length
Common Values (Plot)
FLAG_DOCUMENT_17
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.8 MiB |
| 0 | |
|---|---|
| 1 | 18 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 49982 | |
| 1 | 18 | < 0.1% |
Length
Common Values (Plot)
FLAG_DOCUMENT_18
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.8 MiB |
| 0 | |
|---|---|
| 1 | 396 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 49604 | |
| 1 | 396 | 0.8% |
Length
Common Values (Plot)
FLAG_DOCUMENT_19
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.8 MiB |
| 0 | |
|---|---|
| 1 | 35 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 49965 | |
| 1 | 35 | 0.1% |
Length
Common Values (Plot)
FLAG_DOCUMENT_20
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.8 MiB |
| 0 | |
|---|---|
| 1 | 30 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 49970 | |
| 1 | 30 | 0.1% |
Length
Common Values (Plot)
FLAG_DOCUMENT_21
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.8 MiB |
| 0 | |
|---|---|
| 1 | 19 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 49981 | |
| 1 | 19 | < 0.1% |
Length
Common Values (Plot)
AMT_REQ_CREDIT_BUREAU_HOUR
Categorical
HIGH CORRELATION  IMBALANCE  MISSING 
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 6796 |
| Missing (%) | 13.6% |
| Memory size | 2.9 MiB |
| 0.0 | |
|---|---|
| 1.0 | 254 |
| 2.0 | 9 |
| 4.0 | 1 |
| 3.0 | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 42939 | |
| 1.0 | 254 | 0.5% |
| 2.0 | 9 | < 0.1% |
| 4.0 | 1 | < 0.1% |
| 3.0 | 1 | < 0.1% |
| (Missing) | 6796 | 13.6% |
Length
Common Values (Plot)
AMT_REQ_CREDIT_BUREAU_DAY
Real number (ℝ)
HIGH CORRELATION  MISSING  SKEWED  ZEROS 
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 6796 |
| Missing (%) | 13.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0084251458 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 42934 |
| Zeros (%) | 85.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.13253935 |
|---|---|
| Coefficient of variation (CV) | 15.731401 |
| Kurtosis | 986.29574 |
| Mean | 0.0084251458 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 26.632421 |
| Sum | 364 |
| Variance | 0.017566679 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 42934 | |
| 1 | 230 | 0.5% |
| 2 | 16 | < 0.1% |
| 4 | 12 | < 0.1% |
| 3 | 6 | < 0.1% |
| 6 | 3 | < 0.1% |
| 5 | 2 | < 0.1% |
| 8 | 1 | < 0.1% |
| (Missing) | 6796 | 13.6% |
| Value | Count | Frequency (%) |
| 0 | 42934 | |
| 1 | 230 | 0.5% |
| 2 | 16 | < 0.1% |
| 3 | 6 | < 0.1% |
| 4 | 12 | < 0.1% |
| 5 | 2 | < 0.1% |
| 6 | 3 | < 0.1% |
| 8 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 8 | 1 | < 0.1% |
| 6 | 3 | < 0.1% |
| 5 | 2 | < 0.1% |
| 4 | 12 | < 0.1% |
| 3 | 6 | < 0.1% |
| 2 | 16 | < 0.1% |
| 1 | 230 | 0.5% |
| 0 | 42934 |
AMT_REQ_CREDIT_BUREAU_WEEK
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 6796 |
| Missing (%) | 13.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.03545968 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 41773 |
| Zeros (%) | 83.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.20713807 |
|---|---|
| Coefficient of variation (CV) | 5.84151 |
| Kurtosis | 129.14885 |
| Mean | 0.03545968 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.6128131 |
| Sum | 1532 |
| Variance | 0.042906182 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 41773 | |
| 1 | 1379 | 2.8% |
| 2 | 28 | 0.1% |
| 3 | 9 | < 0.1% |
| 4 | 8 | < 0.1% |
| 5 | 4 | < 0.1% |
| 6 | 3 | < 0.1% |
| (Missing) | 6796 | 13.6% |
| Value | Count | Frequency (%) |
| 0 | 41773 | |
| 1 | 1379 | 2.8% |
| 2 | 28 | 0.1% |
| 3 | 9 | < 0.1% |
| 4 | 8 | < 0.1% |
| 5 | 4 | < 0.1% |
| 6 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 6 | 3 | < 0.1% |
| 5 | 4 | < 0.1% |
| 4 | 8 | < 0.1% |
| 3 | 9 | < 0.1% |
| 2 | 28 | 0.1% |
| 1 | 1379 | 2.8% |
| 0 | 41773 |
AMT_REQ_CREDIT_BUREAU_MON
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 19 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 6796 |
| Missing (%) | 13.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.26962781 |
| Minimum | 0 |
|---|---|
| Maximum | 22 |
| Zeros | 36131 |
| Zeros (%) | 72.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 22 |
| Range | 22 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.92830391 |
|---|---|
| Coefficient of variation (CV) | 3.4429086 |
| Kurtosis | 83.734093 |
| Mean | 0.26962781 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.5929104 |
| Sum | 11649 |
| Variance | 0.86174816 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 36131 | |
| 1 | 5360 | 10.7% |
| 2 | 828 | 1.7% |
| 3 | 328 | 0.7% |
| 4 | 184 | 0.4% |
| 5 | 94 | 0.2% |
| 6 | 62 | 0.1% |
| 7 | 55 | 0.1% |
| 9 | 41 | 0.1% |
| 8 | 36 | 0.1% |
| Other values (9) | 85 | 0.2% |
| (Missing) | 6796 | 13.6% |
| Value | Count | Frequency (%) |
| 0 | 36131 | |
| 1 | 5360 | 10.7% |
| 2 | 828 | 1.7% |
| 3 | 328 | 0.7% |
| 4 | 184 | 0.4% |
| 5 | 94 | 0.2% |
| 6 | 62 | 0.1% |
| 7 | 55 | 0.1% |
| 8 | 36 | 0.1% |
| 9 | 41 | 0.1% |
| Value | Count | Frequency (%) |
| 22 | 1 | < 0.1% |
| 17 | 4 | < 0.1% |
| 16 | 3 | < 0.1% |
| 15 | 4 | < 0.1% |
| 14 | 7 | < 0.1% |
| 13 | 10 | < 0.1% |
| 12 | 14 | < 0.1% |
| 11 | 15 | < 0.1% |
| 10 | 27 | |
| 9 | 41 |
AMT_REQ_CREDIT_BUREAU_QRT
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 6796 |
| Missing (%) | 13.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.26067031 |
| Minimum | 0 |
|---|---|
| Maximum | 7 |
| Zeros | 35085 |
| Zeros (%) | 70.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.60913604 |
|---|---|
| Coefficient of variation (CV) | 2.3368064 |
| Kurtosis | 9.2943944 |
| Mean | 0.26067031 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.7499297 |
| Sum | 11262 |
| Variance | 0.37104671 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 35085 | |
| 1 | 5494 | 11.0% |
| 2 | 2249 | 4.5% |
| 3 | 271 | 0.5% |
| 4 | 78 | 0.2% |
| 5 | 19 | < 0.1% |
| 6 | 6 | < 0.1% |
| 7 | 2 | < 0.1% |
| (Missing) | 6796 | 13.6% |
| Value | Count | Frequency (%) |
| 0 | 35085 | |
| 1 | 5494 | 11.0% |
| 2 | 2249 | 4.5% |
| 3 | 271 | 0.5% |
| 4 | 78 | 0.2% |
| 5 | 19 | < 0.1% |
| 6 | 6 | < 0.1% |
| 7 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 7 | 2 | < 0.1% |
| 6 | 6 | < 0.1% |
| 5 | 19 | < 0.1% |
| 4 | 78 | 0.2% |
| 3 | 271 | 0.5% |
| 2 | 2249 | 4.5% |
| 1 | 5494 | 11.0% |
| 0 | 35085 |
AMT_REQ_CREDIT_BUREAU_YEAR
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 20 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 6796 |
| Missing (%) | 13.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.8967225 |
| Minimum | 0 |
|---|---|
| Maximum | 23 |
| Zeros | 11677 |
| Zeros (%) | 23.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 6 |
| Maximum | 23 |
| Range | 23 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.8682205 |
|---|---|
| Coefficient of variation (CV) | 0.98497301 |
| Kurtosis | 2.5857019 |
| Mean | 1.8967225 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.28622 |
| Sum | 81946 |
| Variance | 3.4902478 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 11677 | |
| 1 | 10300 | |
| 2 | 8169 | |
| 3 | 5457 | |
| 4 | 3325 | 6.7% |
| 5 | 1968 | 3.9% |
| 6 | 1179 | 2.4% |
| 7 | 608 | 1.2% |
| 8 | 334 | 0.7% |
| 9 | 166 | 0.3% |
| Other values (10) | 21 | < 0.1% |
| (Missing) | 6796 |
| Value | Count | Frequency (%) |
| 0 | 11677 | |
| 1 | 10300 | |
| 2 | 8169 | |
| 3 | 5457 | |
| 4 | 3325 | 6.7% |
| 5 | 1968 | 3.9% |
| 6 | 1179 | 2.4% |
| 7 | 608 | 1.2% |
| 8 | 334 | 0.7% |
| 9 | 166 | 0.3% |
| Value | Count | Frequency (%) |
| 23 | 1 | < 0.1% |
| 22 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 18 | 3 | |
| 17 | 2 | < 0.1% |
| 14 | 1 | < 0.1% |
| 13 | 2 | < 0.1% |
| 12 | 3 | |
| 11 | 2 | < 0.1% |
| 10 | 5 |
| AMT_ANNUITY | AMT_CREDIT | AMT_GOODS_PRICE | AMT_INCOME_TOTAL | AMT_REQ_CREDIT_BUREAU_DAY | AMT_REQ_CREDIT_BUREAU_HOUR | AMT_REQ_CREDIT_BUREAU_MON | AMT_REQ_CREDIT_BUREAU_QRT | AMT_REQ_CREDIT_BUREAU_WEEK | AMT_REQ_CREDIT_BUREAU_YEAR | APARTMENTS_AVG | APARTMENTS_MEDI | APARTMENTS_MODE | BASEMENTAREA_AVG | BASEMENTAREA_MEDI | BASEMENTAREA_MODE | CNT_CHILDREN | CNT_FAM_MEMBERS | CODE_GENDER | COMMONAREA_AVG | COMMONAREA_MEDI | COMMONAREA_MODE | DAYS_BIRTH | DAYS_EMPLOYED | DAYS_ID_PUBLISH | DAYS_LAST_PHONE_CHANGE | DAYS_REGISTRATION | DEF_30_CNT_SOCIAL_CIRCLE | DEF_60_CNT_SOCIAL_CIRCLE | ELEVATORS_AVG | ELEVATORS_MEDI | ELEVATORS_MODE | EMERGENCYSTATE_MODE | ENTRANCES_AVG | ENTRANCES_MEDI | ENTRANCES_MODE | EXT_SOURCE_1 | EXT_SOURCE_2 | EXT_SOURCE_3 | FLAG_CONT_MOBILE | FLAG_DOCUMENT_10 | FLAG_DOCUMENT_11 | FLAG_DOCUMENT_12 | FLAG_DOCUMENT_13 | FLAG_DOCUMENT_14 | FLAG_DOCUMENT_15 | FLAG_DOCUMENT_16 | FLAG_DOCUMENT_17 | FLAG_DOCUMENT_18 | FLAG_DOCUMENT_19 | FLAG_DOCUMENT_2 | FLAG_DOCUMENT_20 | FLAG_DOCUMENT_21 | FLAG_DOCUMENT_3 | FLAG_DOCUMENT_4 | FLAG_DOCUMENT_5 | FLAG_DOCUMENT_6 | FLAG_DOCUMENT_7 | FLAG_DOCUMENT_8 | FLAG_DOCUMENT_9 | FLAG_EMAIL | FLAG_EMP_PHONE | FLAG_OWN_CAR | FLAG_OWN_REALTY | FLAG_PHONE | FLAG_WORK_PHONE | FLOORSMAX_AVG | FLOORSMAX_MEDI | FLOORSMAX_MODE | FLOORSMIN_AVG | FLOORSMIN_MEDI | FLOORSMIN_MODE | FONDKAPREMONT_MODE | HOUR_APPR_PROCESS_START | HOUSETYPE_MODE | LANDAREA_AVG | LANDAREA_MEDI | LANDAREA_MODE | LIVE_CITY_NOT_WORK_CITY | LIVE_REGION_NOT_WORK_REGION | LIVINGAPARTMENTS_AVG | LIVINGAPARTMENTS_MEDI | LIVINGAPARTMENTS_MODE | LIVINGAREA_AVG | LIVINGAREA_MEDI | LIVINGAREA_MODE | NAME_CONTRACT_TYPE | NAME_EDUCATION_TYPE | NAME_FAMILY_STATUS | NAME_HOUSING_TYPE | NAME_INCOME_TYPE | NAME_TYPE_SUITE | NONLIVINGAPARTMENTS_AVG | NONLIVINGAPARTMENTS_MEDI | NONLIVINGAPARTMENTS_MODE | NONLIVINGAREA_AVG | NONLIVINGAREA_MEDI | NONLIVINGAREA_MODE | OBS_30_CNT_SOCIAL_CIRCLE | OBS_60_CNT_SOCIAL_CIRCLE | OCCUPATION_TYPE | OWN_CAR_AGE | REGION_POPULATION_RELATIVE | REGION_RATING_CLIENT | REGION_RATING_CLIENT_W_CITY | REG_CITY_NOT_LIVE_CITY | REG_CITY_NOT_WORK_CITY | REG_REGION_NOT_LIVE_REGION | REG_REGION_NOT_WORK_REGION | SK_ID_CURR | TARGET | TOTALAREA_MODE | WALLSMATERIAL_MODE | WEEKDAY_APPR_PROCESS_START | YEARS_BEGINEXPLUATATION_AVG | YEARS_BEGINEXPLUATATION_MEDI | YEARS_BEGINEXPLUATATION_MODE | YEARS_BUILD_AVG | YEARS_BUILD_MEDI | YEARS_BUILD_MODE | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AMT_ANNUITY | 1.000 | 0.828 | 0.825 | 0.482 | 0.004 | 0.000 | 0.050 | 0.015 | 0.020 | 0.011 | 0.065 | 0.063 | 0.057 | 0.036 | 0.033 | 0.024 | 0.025 | 0.096 | 0.051 | 0.042 | 0.041 | 0.032 | 0.009 | -0.125 | 0.012 | -0.069 | 0.039 | -0.022 | -0.026 | 0.093 | 0.091 | 0.087 | 0.000 | 0.015 | 0.013 | 0.006 | 0.108 | 0.121 | 0.010 | 0.019 | 0.000 | 0.043 | 0.000 | 0.043 | 0.147 | 0.000 | 0.023 | 0.000 | 0.031 | 0.000 | 0.000 | 0.012 | 0.010 | 0.133 | 0.017 | 0.000 | 0.082 | 0.017 | 0.120 | 0.040 | 0.062 | 0.111 | 0.129 | 0.000 | 0.023 | 0.017 | 0.096 | 0.094 | 0.092 | 0.074 | 0.073 | 0.069 | 0.000 | 0.059 | 0.000 | -0.013 | -0.014 | -0.022 | 0.020 | 0.067 | 0.067 | 0.065 | 0.057 | 0.081 | 0.079 | 0.070 | 0.240 | 0.068 | 0.062 | 0.014 | 0.058 | 0.012 | 0.026 | 0.024 | 0.017 | 0.044 | 0.040 | 0.031 | -0.013 | -0.013 | 0.066 | -0.092 | 0.056 | 0.115 | 0.118 | 0.006 | 0.018 | 0.045 | 0.073 | 0.005 | 0.029 | 0.075 | 0.021 | 0.000 | 0.037 | 0.036 | 0.034 | 0.034 | 0.032 | 0.029 |
| AMT_CREDIT | 0.828 | 1.000 | 0.985 | 0.409 | -0.003 | 0.000 | 0.044 | 0.016 | 0.005 | -0.028 | 0.051 | 0.049 | 0.043 | 0.034 | 0.033 | 0.026 | 0.001 | 0.077 | 0.015 | 0.035 | 0.035 | 0.026 | -0.066 | -0.117 | -0.008 | -0.083 | 0.007 | -0.023 | -0.029 | 0.073 | 0.072 | 0.068 | 0.000 | 0.013 | 0.011 | 0.006 | 0.167 | 0.124 | 0.017 | 0.021 | 0.000 | 0.150 | 0.012 | 0.088 | 0.102 | 0.053 | 0.077 | 0.021 | 0.062 | 0.025 | 0.000 | 0.047 | 0.015 | 0.141 | 0.013 | 0.008 | 0.052 | 0.000 | 0.082 | 0.029 | 0.007 | 0.069 | 0.109 | 0.049 | 0.036 | 0.017 | 0.073 | 0.073 | 0.071 | 0.061 | 0.061 | 0.059 | 0.000 | 0.058 | 0.000 | -0.011 | -0.013 | -0.019 | 0.017 | 0.049 | 0.051 | 0.050 | 0.042 | 0.064 | 0.062 | 0.054 | 0.268 | 0.068 | 0.068 | 0.026 | 0.044 | 0.012 | 0.015 | 0.013 | 0.008 | 0.029 | 0.026 | 0.019 | -0.001 | -0.001 | 0.057 | -0.086 | 0.055 | 0.099 | 0.102 | 0.025 | 0.023 | 0.027 | 0.052 | 0.004 | 0.039 | 0.060 | 0.010 | 0.000 | 0.038 | 0.038 | 0.037 | 0.034 | 0.033 | 0.031 |
| AMT_GOODS_PRICE | 0.825 | 0.985 | 1.000 | 0.413 | -0.002 | 0.000 | 0.045 | 0.018 | 0.005 | -0.030 | 0.058 | 0.056 | 0.051 | 0.039 | 0.038 | 0.030 | -0.004 | 0.076 | 0.011 | 0.038 | 0.037 | 0.028 | -0.070 | -0.119 | -0.010 | -0.087 | 0.006 | -0.023 | -0.028 | 0.078 | 0.077 | 0.073 | 0.000 | 0.017 | 0.015 | 0.009 | 0.178 | 0.134 | 0.025 | 0.019 | 0.000 | 0.152 | 0.017 | 0.083 | 0.094 | 0.063 | 0.077 | 0.022 | 0.063 | 0.027 | 0.000 | 0.033 | 0.014 | 0.130 | 0.015 | 0.000 | 0.051 | 0.000 | 0.079 | 0.029 | 0.018 | 0.064 | 0.111 | 0.053 | 0.047 | 0.026 | 0.080 | 0.079 | 0.077 | 0.064 | 0.064 | 0.062 | 0.006 | 0.065 | 0.000 | -0.005 | -0.007 | -0.014 | 0.013 | 0.049 | 0.057 | 0.056 | 0.048 | 0.071 | 0.069 | 0.060 | 0.248 | 0.072 | 0.078 | 0.026 | 0.042 | 0.010 | 0.018 | 0.015 | 0.009 | 0.032 | 0.029 | 0.021 | -0.001 | -0.001 | 0.060 | -0.098 | 0.065 | 0.094 | 0.097 | 0.024 | 0.017 | 0.025 | 0.051 | 0.005 | 0.040 | 0.067 | 0.009 | 0.004 | 0.043 | 0.043 | 0.042 | 0.037 | 0.036 | 0.034 |
| AMT_INCOME_TOTAL | 0.482 | 0.409 | 0.413 | 1.000 | 0.006 | 0.000 | 0.072 | 0.024 | 0.015 | 0.074 | 0.119 | 0.117 | 0.107 | 0.053 | 0.051 | 0.035 | 0.037 | 0.043 | 0.000 | 0.067 | 0.066 | 0.053 | 0.083 | -0.167 | 0.029 | -0.067 | 0.071 | -0.033 | -0.034 | 0.163 | 0.160 | 0.154 | 0.000 | 0.020 | 0.019 | 0.007 | 0.074 | 0.170 | -0.098 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.003 | 0.000 | 0.000 | 0.000 | 0.167 | 0.165 | 0.160 | 0.111 | 0.109 | 0.102 | 1.000 | 0.109 | 0.000 | -0.029 | -0.031 | -0.039 | 0.000 | 0.000 | 0.110 | 0.108 | 0.095 | 0.136 | 0.133 | 0.118 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.042 | 0.040 | 0.028 | 0.071 | 0.066 | 0.049 | -0.028 | -0.027 | 0.000 | -0.200 | 0.092 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.003 | 0.014 | 0.134 | 0.000 | 0.000 | 0.057 | 0.056 | 0.052 | 0.050 | 0.049 | 0.045 |
| AMT_REQ_CREDIT_BUREAU_DAY | 0.004 | -0.003 | -0.002 | 0.006 | 1.000 | 0.394 | -0.013 | -0.015 | 0.061 | 0.005 | 0.008 | 0.008 | 0.007 | 0.009 | 0.010 | 0.006 | -0.002 | -0.002 | 0.000 | 0.011 | 0.010 | 0.009 | -0.001 | 0.004 | -0.002 | -0.001 | -0.001 | -0.001 | 0.002 | 0.002 | 0.002 | 0.003 | 0.000 | -0.001 | -0.001 | -0.001 | 0.003 | 0.001 | -0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.058 | 0.000 | 0.011 | 0.000 | 0.013 | 0.000 | 1.000 | 0.000 | 0.000 | 0.006 | 0.000 | 0.000 | 0.016 | 0.000 | 0.011 | 0.000 | 0.010 | 0.010 | 0.008 | 0.000 | 0.000 | 0.000 | 0.003 | 0.003 | 0.003 | 0.007 | 0.007 | 0.008 | 0.000 | -0.004 | 0.000 | -0.002 | -0.001 | -0.003 | 0.007 | 0.000 | 0.012 | 0.012 | 0.012 | -0.000 | -0.000 | -0.002 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.014 | 0.012 | 0.010 | 0.003 | 0.003 | 0.000 | -0.001 | -0.001 | 0.000 | 0.002 | 0.005 | 0.008 | 0.007 | 0.000 | 0.000 | 0.009 | 0.000 | -0.003 | 0.000 | 0.001 | 0.011 | 0.012 | -0.001 | -0.001 | -0.003 | -0.003 | -0.003 | -0.005 |
| AMT_REQ_CREDIT_BUREAU_HOUR | 0.000 | 0.000 | 0.000 | 0.000 | 0.394 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.021 | 0.021 | 0.023 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.006 | 0.008 | 0.012 | 0.011 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.030 | 0.030 | 0.023 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.013 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.015 | 0.000 | 0.000 | 0.008 | 0.000 | 0.005 | 0.015 | 0.019 | 0.022 | 0.027 | 0.027 | 0.022 | 0.000 | 0.018 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.030 | 0.030 | 0.029 | 0.000 | 0.014 | 0.000 | 0.018 | 0.000 | 0.000 | 0.000 | 0.000 | 0.013 | 0.008 | 0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 0.002 | 0.008 | 0.009 | 0.008 | 0.015 | 0.008 | 0.000 | 0.000 | 0.004 | 0.000 | 0.030 | 0.021 | 0.021 | 0.023 | 0.025 | 0.022 | 0.021 | 0.012 | 0.011 |
| AMT_REQ_CREDIT_BUREAU_MON | 0.050 | 0.044 | 0.045 | 0.072 | -0.013 | 0.000 | 1.000 | -0.034 | -0.028 | 0.026 | 0.025 | 0.024 | 0.023 | 0.019 | 0.018 | 0.017 | -0.011 | -0.008 | 0.006 | 0.005 | 0.006 | 0.005 | 0.017 | -0.039 | -0.007 | -0.044 | -0.012 | 0.009 | 0.006 | 0.032 | 0.031 | 0.032 | 0.000 | 0.009 | 0.009 | 0.008 | 0.005 | 0.041 | -0.016 | 0.000 | 0.000 | 0.000 | 0.000 | 0.022 | 0.000 | 0.012 | 0.017 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.042 | 0.000 | 0.009 | 0.000 | 0.003 | 0.008 | 0.000 | 0.023 | 0.013 | 0.008 | 0.025 | 0.000 | 0.032 | 0.031 | 0.032 | 0.017 | 0.017 | 0.014 | 0.029 | 0.034 | 0.000 | 0.013 | 0.012 | 0.012 | 0.013 | 0.014 | 0.028 | 0.028 | 0.026 | 0.026 | 0.025 | 0.023 | 0.000 | 0.009 | 0.000 | 0.008 | 0.019 | 0.025 | 0.004 | 0.002 | 0.001 | 0.017 | 0.014 | 0.008 | -0.004 | -0.004 | 0.000 | -0.018 | 0.047 | 0.061 | 0.058 | 0.000 | 0.020 | 0.000 | 0.008 | -0.001 | 0.011 | 0.024 | 0.010 | 0.000 | 0.004 | 0.004 | 0.004 | 0.009 | 0.008 | 0.009 |
| AMT_REQ_CREDIT_BUREAU_QRT | 0.015 | 0.016 | 0.018 | 0.024 | -0.015 | 0.000 | -0.034 | 1.000 | -0.031 | 0.089 | -0.012 | -0.011 | -0.009 | -0.008 | -0.009 | -0.005 | -0.008 | 0.002 | 0.000 | -0.018 | -0.017 | -0.014 | -0.011 | 0.019 | -0.006 | -0.010 | -0.007 | -0.003 | -0.001 | -0.015 | -0.016 | -0.014 | 0.007 | -0.003 | -0.003 | -0.002 | 0.001 | -0.000 | -0.020 | 0.007 | 0.005 | 0.006 | 0.000 | 0.000 | 0.012 | 0.025 | 0.021 | 0.000 | 0.003 | 0.000 | 1.000 | 0.000 | 0.000 | 0.008 | 0.000 | 0.003 | 0.011 | 0.000 | 0.000 | 0.000 | 0.031 | 0.016 | 0.011 | 0.022 | 0.013 | 0.034 | -0.012 | -0.013 | -0.012 | 0.001 | 0.002 | 0.002 | 0.007 | -0.000 | 0.004 | -0.010 | -0.010 | -0.008 | 0.016 | 0.014 | -0.015 | -0.016 | -0.013 | -0.013 | -0.013 | -0.011 | 0.030 | 0.008 | 0.011 | 0.005 | 0.007 | 0.000 | -0.017 | -0.015 | -0.015 | -0.011 | -0.009 | -0.008 | 0.001 | 0.000 | 0.000 | -0.025 | -0.003 | 0.004 | 0.008 | 0.010 | 0.010 | 0.013 | 0.010 | -0.005 | 0.020 | -0.013 | 0.000 | 0.000 | -0.003 | -0.004 | -0.003 | -0.005 | -0.005 | -0.003 |
| AMT_REQ_CREDIT_BUREAU_WEEK | 0.020 | 0.005 | 0.005 | 0.015 | 0.061 | 0.000 | -0.028 | -0.031 | 1.000 | 0.018 | 0.014 | 0.014 | 0.012 | 0.025 | 0.023 | 0.021 | -0.005 | -0.006 | 0.000 | 0.006 | 0.005 | 0.004 | -0.008 | 0.011 | -0.004 | -0.006 | 0.000 | -0.010 | -0.007 | 0.009 | 0.009 | 0.009 | 0.000 | 0.006 | 0.006 | 0.006 | 0.007 | 0.001 | -0.027 | 0.000 | 0.000 | 0.028 | 0.000 | 0.000 | 0.041 | 0.000 | 0.018 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.017 | 0.000 | 0.000 | 0.006 | 0.000 | 0.000 | 0.000 | 0.022 | 0.011 | 0.011 | 0.018 | 0.007 | 0.006 | 0.009 | 0.009 | 0.009 | 0.012 | 0.012 | 0.011 | 0.000 | -0.008 | 0.000 | 0.013 | 0.014 | 0.014 | 0.008 | 0.000 | 0.016 | 0.016 | 0.014 | 0.015 | 0.016 | 0.014 | 0.020 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.016 | 0.015 | 0.017 | 0.006 | 0.007 | 0.004 | -0.004 | -0.004 | 0.009 | 0.004 | -0.007 | 0.012 | 0.012 | 0.004 | 0.000 | 0.004 | 0.006 | 0.013 | 0.000 | 0.014 | 0.014 | 0.008 | 0.006 | 0.006 | 0.005 | 0.008 | 0.007 | 0.007 |
| AMT_REQ_CREDIT_BUREAU_YEAR | 0.011 | -0.028 | -0.030 | 0.074 | 0.005 | 0.000 | 0.026 | 0.089 | 0.018 | 1.000 | -0.019 | -0.019 | -0.018 | -0.011 | -0.010 | -0.012 | -0.040 | -0.020 | 0.018 | -0.012 | -0.012 | -0.012 | -0.060 | 0.005 | -0.037 | -0.150 | -0.015 | 0.014 | 0.017 | -0.026 | -0.026 | -0.025 | 0.002 | -0.011 | -0.011 | -0.012 | -0.001 | -0.027 | -0.058 | 0.015 | 0.014 | 0.025 | 0.000 | 0.018 | 0.019 | 0.000 | 0.039 | 0.000 | 0.029 | 0.000 | 1.000 | 0.007 | 0.000 | 0.038 | 0.000 | 0.006 | 0.017 | 0.000 | 0.023 | 0.029 | 0.049 | 0.053 | 0.029 | 0.048 | 0.031 | 0.067 | -0.020 | -0.019 | -0.019 | -0.017 | -0.016 | -0.016 | 0.012 | -0.039 | 0.000 | -0.009 | -0.008 | -0.009 | 0.001 | 0.002 | -0.030 | -0.029 | -0.030 | -0.020 | -0.020 | -0.019 | 0.048 | 0.029 | 0.015 | 0.000 | 0.024 | 0.002 | -0.017 | -0.014 | -0.014 | -0.009 | -0.007 | -0.007 | 0.019 | 0.020 | 0.018 | 0.013 | 0.009 | 0.008 | 0.009 | 0.000 | 0.000 | 0.000 | 0.001 | 0.004 | 0.015 | -0.018 | 0.007 | 0.005 | -0.016 | -0.017 | -0.017 | -0.016 | -0.016 | -0.017 |
| APARTMENTS_AVG | 0.065 | 0.051 | 0.058 | 0.119 | 0.008 | 0.021 | 0.025 | -0.012 | 0.014 | -0.019 | 1.000 | 0.996 | 0.968 | 0.700 | 0.695 | 0.658 | -0.016 | -0.009 | 0.010 | 0.577 | 0.574 | 0.552 | 0.002 | -0.021 | -0.006 | -0.004 | 0.008 | -0.019 | -0.025 | 0.693 | 0.690 | 0.679 | 0.080 | 0.565 | 0.558 | 0.519 | 0.054 | 0.094 | 0.007 | 0.025 | 0.000 | 0.030 | 0.052 | 0.035 | 0.024 | 0.008 | 0.019 | 0.072 | 0.014 | 0.000 | 0.000 | 0.000 | 0.000 | 0.047 | 0.000 | 0.000 | 0.020 | 0.000 | 0.056 | 0.020 | 0.032 | 0.029 | 0.026 | 0.025 | 0.060 | 0.026 | 0.757 | 0.756 | 0.753 | 0.482 | 0.480 | 0.468 | 0.042 | 0.077 | 0.060 | 0.437 | 0.434 | 0.407 | 0.083 | 0.013 | 0.976 | 0.972 | 0.947 | 0.907 | 0.903 | 0.877 | 0.023 | 0.039 | 0.007 | 0.008 | 0.022 | 0.019 | 0.269 | 0.269 | 0.252 | 0.234 | 0.229 | 0.208 | -0.020 | -0.019 | 0.019 | -0.070 | 0.143 | 0.131 | 0.133 | 0.055 | 0.098 | 0.024 | 0.000 | 0.007 | 0.023 | 0.902 | 0.143 | 0.000 | 0.443 | 0.441 | 0.442 | 0.419 | 0.417 | 0.419 |
| APARTMENTS_MEDI | 0.063 | 0.049 | 0.056 | 0.117 | 0.008 | 0.021 | 0.024 | -0.011 | 0.014 | -0.019 | 0.996 | 1.000 | 0.973 | 0.697 | 0.696 | 0.663 | -0.017 | -0.010 | 0.011 | 0.572 | 0.573 | 0.554 | 0.003 | -0.021 | -0.006 | -0.003 | 0.009 | -0.019 | -0.026 | 0.684 | 0.687 | 0.677 | 0.080 | 0.565 | 0.563 | 0.526 | 0.054 | 0.092 | 0.007 | 0.007 | 0.000 | 0.029 | 0.050 | 0.035 | 0.015 | 0.011 | 0.018 | 0.078 | 0.013 | 0.000 | 0.000 | 0.000 | 0.000 | 0.044 | 0.000 | 0.000 | 0.017 | 0.000 | 0.059 | 0.019 | 0.032 | 0.031 | 0.028 | 0.026 | 0.058 | 0.027 | 0.751 | 0.753 | 0.751 | 0.477 | 0.476 | 0.466 | 0.043 | 0.077 | 0.060 | 0.437 | 0.436 | 0.412 | 0.083 | 0.006 | 0.971 | 0.973 | 0.949 | 0.903 | 0.906 | 0.881 | 0.020 | 0.040 | 0.003 | 0.009 | 0.023 | 0.018 | 0.265 | 0.269 | 0.254 | 0.228 | 0.230 | 0.213 | -0.019 | -0.019 | 0.022 | -0.069 | 0.140 | 0.129 | 0.130 | 0.055 | 0.098 | 0.015 | 0.000 | 0.009 | 0.023 | 0.896 | 0.142 | 0.000 | 0.441 | 0.439 | 0.441 | 0.416 | 0.414 | 0.416 |
| APARTMENTS_MODE | 0.057 | 0.043 | 0.051 | 0.107 | 0.007 | 0.023 | 0.023 | -0.009 | 0.012 | -0.018 | 0.968 | 0.973 | 1.000 | 0.678 | 0.678 | 0.685 | -0.014 | -0.007 | 0.013 | 0.549 | 0.551 | 0.558 | 0.002 | -0.021 | -0.008 | -0.003 | 0.006 | -0.017 | -0.025 | 0.638 | 0.644 | 0.662 | 0.077 | 0.560 | 0.560 | 0.560 | 0.052 | 0.084 | 0.004 | 0.000 | 0.000 | 0.034 | 0.051 | 0.035 | 0.010 | 0.015 | 0.018 | 0.081 | 0.011 | 0.000 | 0.000 | 0.000 | 0.000 | 0.042 | 0.000 | 0.000 | 0.015 | 0.000 | 0.055 | 0.021 | 0.027 | 0.025 | 0.032 | 0.022 | 0.054 | 0.021 | 0.721 | 0.723 | 0.738 | 0.450 | 0.450 | 0.452 | 0.038 | 0.073 | 0.057 | 0.435 | 0.436 | 0.438 | 0.078 | 0.010 | 0.933 | 0.936 | 0.957 | 0.873 | 0.878 | 0.895 | 0.015 | 0.037 | 0.003 | 0.008 | 0.019 | 0.017 | 0.240 | 0.250 | 0.261 | 0.203 | 0.211 | 0.226 | -0.016 | -0.015 | 0.021 | -0.061 | 0.129 | 0.111 | 0.114 | 0.050 | 0.091 | 0.015 | 0.000 | 0.009 | 0.022 | 0.877 | 0.140 | 0.000 | 0.423 | 0.422 | 0.438 | 0.388 | 0.387 | 0.402 |
| BASEMENTAREA_AVG | 0.036 | 0.034 | 0.039 | 0.053 | 0.009 | 0.000 | 0.019 | -0.008 | 0.025 | -0.011 | 0.700 | 0.697 | 0.678 | 1.000 | 0.995 | 0.961 | -0.004 | 0.001 | 0.019 | 0.480 | 0.478 | 0.465 | -0.001 | -0.013 | -0.012 | -0.008 | -0.028 | -0.018 | -0.024 | 0.422 | 0.419 | 0.411 | 0.043 | 0.666 | 0.659 | 0.621 | 0.038 | 0.042 | 0.001 | 0.000 | 0.000 | 0.028 | 0.056 | 0.042 | 0.059 | 0.029 | 0.011 | 0.085 | 0.020 | 0.000 | 0.000 | 0.039 | 0.000 | 0.028 | 0.000 | 0.000 | 0.000 | 0.000 | 0.030 | 0.022 | 0.023 | 0.000 | 0.020 | 0.008 | 0.051 | 0.000 | 0.433 | 0.432 | 0.433 | 0.271 | 0.270 | 0.265 | 0.047 | 0.031 | 0.032 | 0.409 | 0.406 | 0.386 | 0.047 | 0.008 | 0.689 | 0.688 | 0.674 | 0.717 | 0.713 | 0.694 | 0.007 | 0.024 | 0.010 | 0.000 | 0.000 | 0.016 | 0.184 | 0.185 | 0.176 | 0.174 | 0.172 | 0.161 | -0.012 | -0.011 | 0.021 | -0.031 | 0.068 | 0.070 | 0.071 | 0.031 | 0.053 | 0.000 | 0.000 | 0.009 | 0.019 | 0.710 | 0.112 | 0.009 | 0.313 | 0.312 | 0.315 | 0.305 | 0.303 | 0.308 |
| BASEMENTAREA_MEDI | 0.033 | 0.033 | 0.038 | 0.051 | 0.010 | 0.000 | 0.018 | -0.009 | 0.023 | -0.010 | 0.695 | 0.696 | 0.678 | 0.995 | 1.000 | 0.965 | -0.005 | 0.000 | 0.018 | 0.475 | 0.476 | 0.464 | -0.000 | -0.013 | -0.012 | -0.006 | -0.028 | -0.020 | -0.024 | 0.414 | 0.413 | 0.407 | 0.041 | 0.666 | 0.665 | 0.628 | 0.038 | 0.040 | 0.000 | 0.000 | 0.000 | 0.027 | 0.056 | 0.021 | 0.059 | 0.029 | 0.014 | 0.085 | 0.020 | 0.000 | 0.000 | 0.040 | 0.000 | 0.027 | 0.000 | 0.000 | 0.000 | 0.000 | 0.028 | 0.022 | 0.020 | 0.000 | 0.018 | 0.006 | 0.050 | 0.000 | 0.425 | 0.425 | 0.426 | 0.264 | 0.263 | 0.259 | 0.047 | 0.031 | 0.032 | 0.409 | 0.407 | 0.389 | 0.047 | 0.010 | 0.683 | 0.685 | 0.673 | 0.710 | 0.711 | 0.695 | 0.009 | 0.024 | 0.011 | 0.000 | 0.000 | 0.012 | 0.179 | 0.184 | 0.177 | 0.168 | 0.171 | 0.164 | -0.011 | -0.011 | 0.022 | -0.030 | 0.065 | 0.066 | 0.067 | 0.029 | 0.052 | 0.000 | 0.005 | 0.009 | 0.020 | 0.703 | 0.110 | 0.007 | 0.309 | 0.308 | 0.312 | 0.299 | 0.298 | 0.303 |
| BASEMENTAREA_MODE | 0.024 | 0.026 | 0.030 | 0.035 | 0.006 | 0.000 | 0.017 | -0.005 | 0.021 | -0.012 | 0.658 | 0.663 | 0.685 | 0.961 | 0.965 | 1.000 | -0.002 | 0.003 | 0.008 | 0.449 | 0.453 | 0.470 | 0.001 | -0.013 | -0.012 | -0.005 | -0.027 | -0.018 | -0.024 | 0.366 | 0.371 | 0.387 | 0.041 | 0.649 | 0.649 | 0.653 | 0.031 | 0.026 | -0.000 | 0.000 | 0.000 | 0.028 | 0.054 | 0.016 | 0.043 | 0.020 | 0.000 | 0.089 | 0.037 | 0.000 | 0.000 | 0.039 | 0.000 | 0.018 | 0.000 | 0.000 | 0.000 | 0.000 | 0.025 | 0.041 | 0.000 | 0.000 | 0.017 | 0.000 | 0.042 | 0.000 | 0.387 | 0.391 | 0.405 | 0.239 | 0.240 | 0.247 | 0.041 | 0.022 | 0.031 | 0.407 | 0.408 | 0.420 | 0.044 | 0.011 | 0.641 | 0.645 | 0.670 | 0.671 | 0.676 | 0.700 | 0.000 | 0.026 | 0.008 | 0.000 | 0.000 | 0.013 | 0.151 | 0.165 | 0.187 | 0.138 | 0.152 | 0.182 | -0.006 | -0.005 | 0.022 | -0.022 | 0.042 | 0.051 | 0.052 | 0.026 | 0.048 | 0.000 | 0.010 | 0.010 | 0.014 | 0.672 | 0.109 | 0.000 | 0.292 | 0.292 | 0.312 | 0.280 | 0.280 | 0.299 |
| CNT_CHILDREN | 0.025 | 0.001 | -0.004 | 0.037 | -0.002 | 0.000 | -0.011 | -0.008 | -0.005 | -0.040 | -0.016 | -0.017 | -0.014 | -0.004 | -0.005 | -0.002 | 1.000 | 0.810 | 0.021 | -0.003 | -0.003 | -0.001 | 0.366 | -0.159 | -0.016 | -0.010 | 0.175 | -0.005 | -0.004 | -0.011 | -0.010 | -0.009 | 0.016 | -0.011 | -0.012 | -0.010 | -0.158 | -0.023 | -0.049 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.009 | 0.000 | 0.000 | 0.000 | 0.000 | 0.006 | 0.000 | 0.000 | 0.034 | 0.000 | 0.029 | 0.093 | 0.000 | 0.037 | 0.007 | 0.011 | 0.143 | 0.070 | 0.011 | 0.009 | 0.051 | -0.016 | -0.015 | -0.015 | -0.016 | -0.015 | -0.014 | 0.029 | -0.001 | 0.000 | -0.001 | -0.002 | 0.001 | 0.059 | 0.002 | -0.017 | -0.018 | -0.014 | -0.017 | -0.017 | -0.016 | 0.014 | 0.005 | 0.067 | 0.009 | 0.055 | 0.013 | 0.001 | 0.003 | 0.005 | 0.001 | 0.002 | 0.004 | 0.020 | 0.019 | 0.017 | 0.009 | -0.023 | 0.025 | 0.025 | 0.014 | 0.048 | 0.000 | 0.000 | 0.000 | 0.014 | -0.012 | 0.006 | 0.005 | 0.012 | 0.013 | 0.011 | 0.017 | 0.017 | 0.016 |
| CNT_FAM_MEMBERS | 0.096 | 0.077 | 0.076 | 0.043 | -0.002 | 0.000 | -0.008 | 0.002 | -0.006 | -0.020 | -0.009 | -0.010 | -0.007 | 0.001 | 0.000 | 0.003 | 0.810 | 1.000 | 0.046 | 0.009 | 0.010 | 0.013 | 0.275 | -0.175 | -0.007 | -0.035 | 0.153 | -0.007 | -0.008 | 0.001 | 0.002 | 0.005 | 0.005 | -0.001 | -0.001 | 0.002 | -0.110 | -0.005 | -0.026 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.009 | 0.000 | 0.000 | 0.000 | 0.008 | 0.000 | 0.000 | 0.054 | 0.000 | 0.029 | 0.162 | 0.000 | 0.059 | 0.000 | 0.024 | 0.249 | 0.115 | 0.011 | 0.035 | 0.059 | -0.002 | -0.001 | 0.000 | -0.001 | -0.000 | 0.003 | 0.029 | -0.011 | 0.000 | 0.007 | 0.007 | 0.010 | 0.074 | 0.014 | -0.009 | -0.009 | -0.005 | -0.003 | -0.003 | -0.001 | 0.035 | 0.021 | 0.162 | 0.007 | 0.095 | 0.021 | -0.003 | -0.002 | -0.000 | -0.005 | -0.004 | -0.003 | 0.025 | 0.025 | 0.027 | 0.003 | -0.015 | 0.027 | 0.028 | 0.028 | 0.070 | 0.003 | 0.006 | -0.002 | 0.015 | -0.002 | 0.007 | 0.005 | 0.025 | 0.026 | 0.024 | 0.031 | 0.030 | 0.029 |
| CODE_GENDER | 0.051 | 0.015 | 0.011 | 0.000 | 0.000 | 0.000 | 0.006 | 0.000 | 0.000 | 0.018 | 0.010 | 0.011 | 0.013 | 0.019 | 0.018 | 0.008 | 0.021 | 0.046 | 1.000 | 0.014 | 0.010 | 0.018 | 0.109 | 0.158 | 0.036 | 0.027 | 0.061 | 0.009 | 0.004 | 0.030 | 0.033 | 0.030 | 0.005 | 0.005 | 0.004 | 0.000 | 0.317 | 0.012 | 0.013 | 0.005 | 0.000 | 0.010 | 0.000 | 0.041 | 0.000 | 0.021 | 0.000 | 0.012 | 0.031 | 0.002 | 0.000 | 0.005 | 0.024 | 0.092 | 0.000 | 0.000 | 0.101 | 0.000 | 0.255 | 0.003 | 0.022 | 0.158 | 0.337 | 0.046 | 0.009 | 0.043 | 0.013 | 0.009 | 0.011 | 0.028 | 0.026 | 0.025 | 0.011 | 0.014 | 0.007 | 0.000 | 0.009 | 0.010 | 0.130 | 0.108 | 0.017 | 0.016 | 0.027 | 0.021 | 0.020 | 0.021 | 0.015 | 0.019 | 0.119 | 0.051 | 0.119 | 0.044 | 0.017 | 0.017 | 0.018 | 0.015 | 0.014 | 0.002 | 0.006 | 0.005 | 0.572 | 0.082 | 0.010 | 0.012 | 0.011 | 0.051 | 0.135 | 0.025 | 0.106 | 0.000 | 0.055 | 0.027 | 0.007 | 0.000 | 0.000 | 0.000 | 0.013 | 0.025 | 0.019 | 0.018 |
| COMMONAREA_AVG | 0.042 | 0.035 | 0.038 | 0.067 | 0.011 | 0.006 | 0.005 | -0.018 | 0.006 | -0.012 | 0.577 | 0.572 | 0.549 | 0.480 | 0.475 | 0.449 | -0.003 | 0.009 | 0.014 | 1.000 | 0.997 | 0.967 | 0.005 | -0.014 | -0.009 | -0.005 | 0.025 | 0.001 | -0.003 | 0.464 | 0.463 | 0.454 | 0.017 | 0.341 | 0.336 | 0.304 | 0.020 | 0.029 | 0.010 | 0.036 | 0.000 | 0.000 | 0.015 | 0.039 | 0.033 | 0.028 | 0.027 | 0.000 | 0.037 | 0.000 | 0.000 | 0.000 | 0.000 | 0.027 | 0.000 | 0.000 | 0.000 | 0.016 | 0.059 | 0.037 | 0.027 | 0.000 | 0.017 | 0.000 | 0.050 | 0.007 | 0.492 | 0.493 | 0.487 | 0.344 | 0.342 | 0.334 | 0.031 | 0.019 | 0.000 | 0.328 | 0.326 | 0.304 | 0.025 | 0.041 | 0.579 | 0.576 | 0.560 | 0.578 | 0.574 | 0.552 | 0.000 | 0.028 | 0.000 | 0.000 | 0.008 | 0.000 | 0.247 | 0.246 | 0.231 | 0.176 | 0.175 | 0.160 | -0.002 | -0.002 | 0.030 | -0.035 | 0.043 | 0.112 | 0.111 | 0.000 | 0.026 | 0.039 | 0.033 | 0.005 | 0.009 | 0.620 | 0.071 | 0.000 | 0.348 | 0.347 | 0.345 | 0.345 | 0.344 | 0.344 |
| COMMONAREA_MEDI | 0.041 | 0.035 | 0.037 | 0.066 | 0.010 | 0.008 | 0.006 | -0.017 | 0.005 | -0.012 | 0.574 | 0.573 | 0.551 | 0.478 | 0.476 | 0.453 | -0.003 | 0.010 | 0.010 | 0.997 | 1.000 | 0.971 | 0.006 | -0.015 | -0.007 | -0.004 | 0.027 | 0.000 | -0.004 | 0.459 | 0.462 | 0.453 | 0.017 | 0.340 | 0.337 | 0.306 | 0.020 | 0.027 | 0.010 | 0.041 | 0.000 | 0.000 | 0.015 | 0.042 | 0.036 | 0.028 | 0.026 | 0.000 | 0.051 | 0.000 | 0.000 | 0.000 | 0.000 | 0.026 | 0.000 | 0.000 | 0.008 | 0.015 | 0.055 | 0.034 | 0.033 | 0.000 | 0.022 | 0.000 | 0.050 | 0.000 | 0.489 | 0.491 | 0.485 | 0.340 | 0.340 | 0.332 | 0.032 | 0.018 | 0.000 | 0.329 | 0.327 | 0.308 | 0.025 | 0.041 | 0.576 | 0.576 | 0.562 | 0.576 | 0.574 | 0.555 | 0.000 | 0.029 | 0.000 | 0.000 | 0.006 | 0.000 | 0.243 | 0.247 | 0.234 | 0.172 | 0.176 | 0.164 | -0.001 | -0.001 | 0.028 | -0.035 | 0.039 | 0.112 | 0.111 | 0.000 | 0.026 | 0.039 | 0.031 | 0.004 | 0.011 | 0.617 | 0.071 | 0.004 | 0.348 | 0.347 | 0.346 | 0.346 | 0.345 | 0.345 |
| COMMONAREA_MODE | 0.032 | 0.026 | 0.028 | 0.053 | 0.009 | 0.012 | 0.005 | -0.014 | 0.004 | -0.012 | 0.552 | 0.554 | 0.558 | 0.465 | 0.464 | 0.470 | -0.001 | 0.013 | 0.018 | 0.967 | 0.971 | 1.000 | 0.004 | -0.017 | -0.008 | -0.004 | 0.023 | -0.001 | -0.006 | 0.424 | 0.432 | 0.439 | 0.016 | 0.341 | 0.340 | 0.334 | 0.017 | 0.017 | 0.009 | 0.048 | 0.000 | 0.000 | 0.016 | 0.040 | 0.042 | 0.028 | 0.026 | 0.000 | 0.018 | 0.000 | 0.000 | 0.000 | 0.000 | 0.012 | 0.000 | 0.000 | 0.009 | 0.017 | 0.047 | 0.022 | 0.021 | 0.001 | 0.025 | 0.000 | 0.043 | 0.000 | 0.458 | 0.461 | 0.468 | 0.322 | 0.322 | 0.326 | 0.031 | 0.011 | 0.000 | 0.332 | 0.333 | 0.338 | 0.019 | 0.036 | 0.553 | 0.555 | 0.568 | 0.552 | 0.554 | 0.563 | 0.000 | 0.029 | 0.000 | 0.000 | 0.000 | 0.000 | 0.222 | 0.235 | 0.248 | 0.146 | 0.162 | 0.181 | 0.005 | 0.005 | 0.025 | -0.025 | 0.024 | 0.095 | 0.096 | 0.000 | 0.022 | 0.030 | 0.022 | 0.003 | 0.013 | 0.600 | 0.069 | 0.000 | 0.331 | 0.330 | 0.341 | 0.329 | 0.328 | 0.341 |
| DAYS_BIRTH | 0.009 | -0.066 | -0.070 | 0.083 | -0.001 | 0.011 | 0.017 | -0.011 | -0.008 | -0.060 | 0.002 | 0.003 | 0.002 | -0.001 | -0.000 | 0.001 | 0.366 | 0.275 | 0.109 | 0.005 | 0.006 | 0.004 | 1.000 | -0.223 | 0.270 | 0.073 | 0.295 | 0.004 | 0.007 | -0.001 | -0.001 | -0.001 | 0.018 | -0.013 | -0.013 | -0.012 | -0.603 | -0.101 | -0.213 | 0.013 | 0.000 | 0.067 | 0.000 | 0.025 | 0.026 | 0.011 | 0.033 | 0.017 | 0.055 | 0.000 | 0.000 | 0.000 | 0.055 | 0.213 | 0.008 | 0.015 | 0.496 | 0.006 | 0.123 | 0.024 | 0.094 | 0.753 | 0.154 | 0.131 | 0.041 | 0.196 | -0.003 | -0.002 | -0.002 | -0.001 | -0.000 | 0.000 | 0.021 | 0.094 | 0.023 | 0.006 | 0.005 | 0.007 | 0.186 | 0.087 | 0.008 | 0.008 | 0.010 | -0.003 | -0.003 | -0.003 | 0.125 | 0.119 | 0.184 | 0.124 | 0.285 | 0.028 | 0.018 | 0.020 | 0.019 | 0.016 | 0.016 | 0.015 | 0.024 | 0.023 | 0.073 | -0.024 | -0.030 | 0.020 | 0.023 | 0.182 | 0.250 | 0.062 | 0.101 | 0.001 | 0.079 | -0.003 | 0.017 | 0.016 | 0.014 | 0.014 | 0.013 | 0.018 | 0.019 | 0.018 |
| DAYS_EMPLOYED | -0.125 | -0.117 | -0.119 | -0.167 | 0.004 | 0.000 | -0.039 | 0.019 | 0.011 | 0.005 | -0.021 | -0.021 | -0.021 | -0.013 | -0.013 | -0.013 | -0.159 | -0.175 | 0.158 | -0.014 | -0.015 | -0.017 | -0.223 | 1.000 | -0.114 | 0.119 | -0.032 | 0.021 | 0.022 | -0.012 | -0.013 | -0.013 | 0.000 | -0.011 | -0.011 | -0.014 | -0.031 | -0.080 | -0.008 | 0.015 | 0.000 | 0.029 | 0.000 | 0.026 | 0.023 | 0.012 | 0.043 | 0.006 | 0.039 | 0.010 | 0.000 | 0.009 | 0.006 | 0.249 | 0.000 | 0.013 | 0.592 | 0.000 | 0.122 | 0.023 | 0.064 | 1.000 | 0.152 | 0.070 | 0.011 | 0.234 | -0.014 | -0.014 | -0.015 | -0.021 | -0.021 | -0.024 | 0.023 | -0.054 | 0.020 | -0.013 | -0.013 | -0.012 | 0.220 | 0.096 | -0.017 | -0.018 | -0.020 | -0.022 | -0.022 | -0.021 | 0.052 | 0.142 | 0.265 | 0.110 | 1.000 | 0.053 | -0.012 | -0.013 | -0.016 | -0.008 | -0.010 | -0.010 | -0.003 | -0.003 | 1.000 | 0.041 | -0.007 | 0.039 | 0.042 | 0.092 | 0.256 | 0.036 | 0.108 | 0.002 | 0.045 | -0.019 | 0.025 | 0.030 | -0.006 | -0.006 | -0.006 | -0.002 | -0.002 | -0.002 |
| DAYS_ID_PUBLISH | 0.012 | -0.008 | -0.010 | 0.029 | -0.002 | 0.000 | -0.007 | -0.006 | -0.004 | -0.037 | -0.006 | -0.006 | -0.008 | -0.012 | -0.012 | -0.012 | -0.016 | -0.007 | 0.036 | -0.009 | -0.007 | -0.008 | 0.270 | -0.114 | 1.000 | 0.080 | 0.098 | 0.009 | 0.010 | -0.011 | -0.011 | -0.011 | 0.017 | -0.022 | -0.023 | -0.023 | -0.145 | -0.053 | -0.133 | 0.004 | 0.000 | 0.021 | 0.000 | 0.006 | 0.003 | 0.006 | 0.007 | 0.008 | 0.011 | 0.000 | 0.001 | 0.000 | 0.020 | 0.071 | 0.000 | 0.010 | 0.199 | 0.005 | 0.032 | 0.018 | 0.034 | 0.311 | 0.023 | 0.040 | 0.034 | 0.071 | -0.010 | -0.011 | -0.012 | -0.010 | -0.010 | -0.011 | 0.018 | 0.034 | 0.007 | -0.006 | -0.006 | -0.008 | 0.066 | 0.029 | -0.005 | -0.004 | -0.005 | -0.011 | -0.011 | -0.012 | 0.063 | 0.044 | 0.058 | 0.045 | 0.118 | 0.012 | 0.006 | 0.007 | 0.002 | 0.010 | 0.010 | 0.007 | 0.003 | 0.002 | 0.028 | -0.017 | -0.015 | 0.024 | 0.023 | 0.083 | 0.108 | 0.037 | 0.046 | -0.002 | 0.049 | -0.011 | 0.014 | 0.008 | -0.015 | -0.015 | -0.017 | -0.010 | -0.010 | -0.011 |
| DAYS_LAST_PHONE_CHANGE | -0.069 | -0.083 | -0.087 | -0.067 | -0.001 | 0.000 | -0.044 | -0.010 | -0.006 | -0.150 | -0.004 | -0.003 | -0.003 | -0.008 | -0.006 | -0.005 | -0.010 | -0.035 | 0.027 | -0.005 | -0.004 | -0.004 | 0.073 | 0.119 | 0.080 | 1.000 | 0.058 | 0.005 | 0.004 | -0.003 | -0.002 | -0.001 | 0.008 | -0.017 | -0.016 | -0.015 | -0.113 | -0.205 | -0.057 | 0.037 | 0.000 | 0.055 | 0.000 | 0.028 | 0.024 | 0.015 | 0.062 | 0.000 | 0.064 | 0.000 | 0.000 | 0.019 | 0.000 | 0.068 | 0.000 | 0.014 | 0.046 | 0.000 | 0.022 | 0.021 | 0.027 | 0.038 | 0.037 | 0.051 | 0.066 | 0.052 | -0.006 | -0.006 | -0.006 | -0.002 | -0.003 | -0.004 | 0.000 | -0.007 | 0.000 | -0.005 | -0.004 | -0.002 | 0.018 | 0.021 | 0.007 | 0.007 | 0.010 | -0.008 | -0.007 | -0.005 | 0.070 | 0.021 | 0.032 | 0.024 | 0.018 | 0.011 | -0.006 | -0.008 | -0.010 | -0.007 | -0.006 | -0.006 | -0.009 | -0.010 | 0.024 | -0.000 | -0.042 | 0.053 | 0.049 | 0.057 | 0.046 | 0.039 | 0.036 | -0.002 | 0.066 | -0.008 | 0.006 | 0.000 | 0.003 | 0.003 | 0.003 | 0.013 | 0.013 | 0.014 |
| DAYS_REGISTRATION | 0.039 | 0.007 | 0.006 | 0.071 | -0.001 | 0.000 | -0.012 | -0.007 | 0.000 | -0.015 | 0.008 | 0.009 | 0.006 | -0.028 | -0.028 | -0.027 | 0.175 | 0.153 | 0.061 | 0.025 | 0.027 | 0.023 | 0.295 | -0.032 | 0.098 | 0.058 | 1.000 | 0.006 | 0.008 | 0.011 | 0.013 | 0.014 | 0.000 | -0.067 | -0.067 | -0.065 | -0.150 | -0.063 | -0.103 | 0.009 | 0.000 | 0.013 | 0.000 | 0.002 | 0.011 | 0.000 | 0.023 | 0.000 | 0.018 | 0.002 | 0.010 | 0.000 | 0.000 | 0.053 | 0.000 | 0.000 | 0.170 | 0.000 | 0.057 | 0.011 | 0.038 | 0.260 | 0.088 | 0.054 | 0.076 | 0.076 | 0.025 | 0.026 | 0.026 | -0.001 | 0.000 | -0.002 | 0.017 | -0.009 | 0.022 | -0.012 | -0.013 | -0.013 | 0.079 | 0.031 | 0.018 | 0.019 | 0.016 | -0.007 | -0.006 | -0.008 | 0.024 | 0.051 | 0.062 | 0.046 | 0.098 | 0.017 | 0.041 | 0.043 | 0.041 | 0.038 | 0.040 | 0.040 | 0.019 | 0.019 | 0.028 | -0.023 | -0.043 | 0.065 | 0.062 | 0.080 | 0.113 | 0.029 | 0.040 | 0.000 | 0.042 | -0.003 | 0.044 | 0.010 | 0.121 | 0.120 | 0.117 | 0.136 | 0.135 | 0.132 |
| DEF_30_CNT_SOCIAL_CIRCLE | -0.022 | -0.023 | -0.023 | -0.033 | -0.001 | 0.000 | 0.009 | -0.003 | -0.010 | 0.014 | -0.019 | -0.019 | -0.017 | -0.018 | -0.020 | -0.018 | -0.005 | -0.007 | 0.009 | 0.001 | 0.000 | -0.001 | 0.004 | 0.021 | 0.009 | 0.005 | 0.006 | 1.000 | 0.846 | -0.037 | -0.038 | -0.035 | 0.000 | -0.004 | -0.005 | -0.004 | -0.039 | -0.036 | -0.035 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.004 | 0.000 | 0.006 | 0.012 | 0.000 | 0.000 | 0.005 | 0.000 | 0.018 | 0.000 | 0.012 | 0.016 | 0.022 | 0.007 | 0.023 | 0.000 | -0.035 | -0.035 | -0.034 | -0.022 | -0.021 | -0.021 | 0.000 | -0.011 | 0.005 | 0.010 | 0.010 | 0.008 | 0.000 | 0.020 | -0.017 | -0.018 | -0.017 | -0.022 | -0.023 | -0.021 | 0.013 | 0.017 | 0.000 | 0.000 | 0.005 | 0.002 | 0.002 | -0.001 | 0.000 | -0.012 | -0.011 | -0.007 | 0.387 | 0.389 | 0.006 | 0.023 | 0.021 | 0.022 | 0.019 | 0.000 | 0.000 | 0.005 | 0.020 | -0.003 | 0.029 | -0.024 | 0.013 | 0.000 | -0.023 | -0.024 | -0.023 | -0.017 | -0.018 | -0.017 |
| DEF_60_CNT_SOCIAL_CIRCLE | -0.026 | -0.029 | -0.028 | -0.034 | 0.002 | 0.000 | 0.006 | -0.001 | -0.007 | 0.017 | -0.025 | -0.026 | -0.025 | -0.024 | -0.024 | -0.024 | -0.004 | -0.008 | 0.004 | -0.003 | -0.004 | -0.006 | 0.007 | 0.022 | 0.010 | 0.004 | 0.008 | 0.846 | 1.000 | -0.044 | -0.043 | -0.042 | 0.008 | -0.010 | -0.011 | -0.010 | -0.038 | -0.038 | -0.031 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.005 | 0.000 | 0.000 | 0.003 | 0.000 | 0.013 | 0.000 | 0.000 | 0.016 | 0.021 | 0.008 | 0.021 | 0.014 | -0.040 | -0.040 | -0.039 | -0.022 | -0.021 | -0.020 | 0.006 | -0.012 | 0.010 | 0.003 | 0.003 | 0.001 | 0.000 | 0.013 | -0.024 | -0.025 | -0.025 | -0.029 | -0.029 | -0.028 | 0.007 | 0.017 | 0.000 | 0.000 | 0.006 | 0.000 | -0.001 | -0.004 | -0.003 | -0.013 | -0.013 | -0.011 | 0.311 | 0.313 | 0.010 | 0.023 | 0.021 | 0.021 | 0.020 | 0.000 | 0.000 | 0.005 | 0.015 | 0.001 | 0.026 | -0.029 | 0.015 | 0.005 | -0.025 | -0.026 | -0.026 | -0.023 | -0.023 | -0.023 |
| ELEVATORS_AVG | 0.093 | 0.073 | 0.078 | 0.163 | 0.002 | 0.030 | 0.032 | -0.015 | 0.009 | -0.026 | 0.693 | 0.684 | 0.638 | 0.422 | 0.414 | 0.366 | -0.011 | 0.001 | 0.030 | 0.464 | 0.459 | 0.424 | -0.001 | -0.012 | -0.011 | -0.003 | 0.011 | -0.037 | -0.044 | 1.000 | 0.991 | 0.969 | 0.049 | 0.165 | 0.160 | 0.120 | 0.079 | 0.127 | 0.013 | 0.026 | 0.000 | 0.033 | 0.054 | 0.046 | 0.031 | 0.019 | 0.017 | 0.044 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.058 | 0.000 | 0.009 | 0.000 | 0.000 | 0.075 | 0.000 | 0.036 | 0.005 | 0.038 | 0.000 | 0.073 | 0.026 | 0.848 | 0.841 | 0.822 | 0.574 | 0.569 | 0.547 | 0.062 | 0.112 | 0.047 | 0.237 | 0.232 | 0.199 | 0.077 | 0.028 | 0.686 | 0.680 | 0.639 | 0.724 | 0.715 | 0.666 | 0.026 | 0.053 | 0.011 | 0.000 | 0.035 | 0.010 | 0.216 | 0.209 | 0.183 | 0.222 | 0.211 | 0.175 | -0.046 | -0.045 | 0.027 | -0.110 | 0.186 | 0.192 | 0.188 | 0.048 | 0.088 | 0.033 | 0.023 | 0.007 | 0.039 | 0.716 | 0.145 | 0.011 | 0.482 | 0.479 | 0.468 | 0.473 | 0.471 | 0.463 |
| ELEVATORS_MEDI | 0.091 | 0.072 | 0.077 | 0.160 | 0.002 | 0.030 | 0.031 | -0.016 | 0.009 | -0.026 | 0.690 | 0.687 | 0.644 | 0.419 | 0.413 | 0.371 | -0.010 | 0.002 | 0.033 | 0.463 | 0.462 | 0.432 | -0.001 | -0.013 | -0.011 | -0.002 | 0.013 | -0.038 | -0.043 | 0.991 | 1.000 | 0.978 | 0.048 | 0.162 | 0.160 | 0.122 | 0.080 | 0.124 | 0.014 | 0.008 | 0.000 | 0.033 | 0.054 | 0.047 | 0.023 | 0.019 | 0.017 | 0.044 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.059 | 0.000 | 0.010 | 0.000 | 0.000 | 0.076 | 0.001 | 0.035 | 0.008 | 0.037 | 0.000 | 0.071 | 0.027 | 0.843 | 0.845 | 0.826 | 0.571 | 0.571 | 0.550 | 0.063 | 0.110 | 0.047 | 0.238 | 0.235 | 0.206 | 0.075 | 0.028 | 0.683 | 0.681 | 0.645 | 0.721 | 0.717 | 0.673 | 0.027 | 0.053 | 0.013 | 0.000 | 0.035 | 0.009 | 0.209 | 0.210 | 0.188 | 0.215 | 0.213 | 0.183 | -0.044 | -0.043 | 0.026 | -0.109 | 0.181 | 0.189 | 0.186 | 0.048 | 0.086 | 0.033 | 0.024 | 0.008 | 0.038 | 0.715 | 0.144 | 0.011 | 0.485 | 0.484 | 0.475 | 0.476 | 0.476 | 0.469 |
| ELEVATORS_MODE | 0.087 | 0.068 | 0.073 | 0.154 | 0.003 | 0.023 | 0.032 | -0.014 | 0.009 | -0.025 | 0.679 | 0.677 | 0.662 | 0.411 | 0.407 | 0.387 | -0.009 | 0.005 | 0.030 | 0.454 | 0.453 | 0.439 | -0.001 | -0.013 | -0.011 | -0.001 | 0.014 | -0.035 | -0.042 | 0.969 | 0.978 | 1.000 | 0.046 | 0.155 | 0.153 | 0.141 | 0.078 | 0.117 | 0.013 | 0.000 | 0.000 | 0.030 | 0.039 | 0.044 | 0.020 | 0.026 | 0.018 | 0.045 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.053 | 0.000 | 0.005 | 0.000 | 0.000 | 0.069 | 0.014 | 0.032 | 0.019 | 0.039 | 0.000 | 0.060 | 0.022 | 0.829 | 0.830 | 0.832 | 0.561 | 0.561 | 0.553 | 0.056 | 0.108 | 0.045 | 0.238 | 0.235 | 0.223 | 0.069 | 0.025 | 0.669 | 0.667 | 0.654 | 0.707 | 0.705 | 0.687 | 0.023 | 0.052 | 0.013 | 0.000 | 0.035 | 0.006 | 0.194 | 0.197 | 0.191 | 0.198 | 0.200 | 0.193 | -0.043 | -0.043 | 0.027 | -0.108 | 0.171 | 0.167 | 0.165 | 0.047 | 0.080 | 0.033 | 0.020 | 0.006 | 0.037 | 0.705 | 0.143 | 0.010 | 0.480 | 0.479 | 0.482 | 0.469 | 0.468 | 0.472 |
| EMERGENCYSTATE_MODE | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.007 | 0.000 | 0.002 | 0.080 | 0.080 | 0.077 | 0.043 | 0.041 | 0.041 | 0.016 | 0.005 | 0.005 | 0.017 | 0.017 | 0.016 | 0.018 | 0.000 | 0.017 | 0.008 | 0.000 | 0.000 | 0.008 | 0.049 | 0.048 | 0.046 | 1.000 | 0.119 | 0.118 | 0.113 | 0.044 | 0.021 | 0.017 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.002 | 0.011 | 0.000 | 0.000 | 0.000 | 0.000 | 0.015 | 0.000 | 0.000 | 0.000 | 0.015 | 0.011 | 0.016 | 0.014 | 0.217 | 0.218 | 0.221 | 0.110 | 0.111 | 0.114 | 0.148 | 0.040 | 0.049 | 0.044 | 0.044 | 0.043 | 0.009 | 0.000 | 0.051 | 0.051 | 0.050 | 0.081 | 0.081 | 0.079 | 0.004 | 0.030 | 0.013 | 0.031 | 0.024 | 0.000 | 0.000 | 0.000 | 0.000 | 0.014 | 0.014 | 0.014 | 0.010 | 0.000 | 0.010 | 0.025 | 0.050 | 0.035 | 0.034 | 0.030 | 0.014 | 0.006 | 0.000 | 0.001 | 0.000 | 0.076 | 0.327 | 0.000 | 0.022 | 0.025 | 0.000 | 0.129 | 0.130 | 0.129 |
| ENTRANCES_AVG | 0.015 | 0.013 | 0.017 | 0.020 | -0.001 | 0.000 | 0.009 | -0.003 | 0.006 | -0.011 | 0.565 | 0.565 | 0.560 | 0.666 | 0.666 | 0.649 | -0.011 | -0.001 | 0.005 | 0.341 | 0.340 | 0.341 | -0.013 | -0.011 | -0.022 | -0.017 | -0.067 | -0.004 | -0.010 | 0.165 | 0.162 | 0.155 | 0.119 | 1.000 | 0.994 | 0.960 | 0.029 | 0.031 | 0.011 | 0.000 | 0.000 | 0.034 | 0.049 | 0.000 | 0.000 | 0.025 | 0.008 | 0.062 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.022 | 0.000 | 0.000 | 0.017 | 0.000 | 0.015 | 0.012 | 0.000 | 0.010 | 0.027 | 0.008 | 0.045 | 0.017 | 0.191 | 0.192 | 0.199 | 0.084 | 0.083 | 0.086 | 0.046 | 0.017 | 0.104 | 0.416 | 0.415 | 0.403 | 0.034 | 0.000 | 0.538 | 0.538 | 0.535 | 0.615 | 0.614 | 0.608 | 0.000 | 0.017 | 0.000 | 0.017 | 0.004 | 0.003 | 0.130 | 0.133 | 0.133 | 0.119 | 0.121 | 0.121 | -0.001 | -0.001 | 0.013 | -0.016 | 0.036 | 0.043 | 0.044 | 0.028 | 0.042 | 0.013 | 0.000 | 0.001 | 0.018 | 0.594 | 0.140 | 0.008 | 0.133 | 0.133 | 0.141 | 0.102 | 0.101 | 0.109 |
| ENTRANCES_MEDI | 0.013 | 0.011 | 0.015 | 0.019 | -0.001 | 0.000 | 0.009 | -0.003 | 0.006 | -0.011 | 0.558 | 0.563 | 0.560 | 0.659 | 0.665 | 0.649 | -0.012 | -0.001 | 0.004 | 0.336 | 0.337 | 0.340 | -0.013 | -0.011 | -0.023 | -0.016 | -0.067 | -0.005 | -0.011 | 0.160 | 0.160 | 0.153 | 0.118 | 0.994 | 1.000 | 0.966 | 0.030 | 0.030 | 0.011 | 0.000 | 0.000 | 0.034 | 0.049 | 0.000 | 0.000 | 0.030 | 0.008 | 0.062 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.023 | 0.000 | 0.000 | 0.015 | 0.000 | 0.017 | 0.012 | 0.000 | 0.012 | 0.026 | 0.011 | 0.045 | 0.016 | 0.185 | 0.186 | 0.193 | 0.080 | 0.079 | 0.082 | 0.045 | 0.017 | 0.103 | 0.413 | 0.414 | 0.404 | 0.035 | 0.000 | 0.531 | 0.535 | 0.533 | 0.608 | 0.613 | 0.608 | 0.000 | 0.018 | 0.000 | 0.017 | 0.004 | 0.004 | 0.125 | 0.132 | 0.132 | 0.115 | 0.121 | 0.123 | -0.001 | -0.001 | 0.014 | -0.016 | 0.036 | 0.043 | 0.044 | 0.028 | 0.043 | 0.012 | 0.001 | 0.001 | 0.018 | 0.587 | 0.140 | 0.008 | 0.128 | 0.127 | 0.137 | 0.096 | 0.095 | 0.104 |
| ENTRANCES_MODE | 0.006 | 0.006 | 0.009 | 0.007 | -0.001 | 0.000 | 0.008 | -0.002 | 0.006 | -0.012 | 0.519 | 0.526 | 0.560 | 0.621 | 0.628 | 0.653 | -0.010 | 0.002 | 0.000 | 0.304 | 0.306 | 0.334 | -0.012 | -0.014 | -0.023 | -0.015 | -0.065 | -0.004 | -0.010 | 0.120 | 0.122 | 0.141 | 0.113 | 0.960 | 0.966 | 1.000 | 0.024 | 0.021 | 0.008 | 0.000 | 0.000 | 0.036 | 0.050 | 0.000 | 0.000 | 0.027 | 0.009 | 0.062 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.018 | 0.000 | 0.000 | 0.013 | 0.000 | 0.011 | 0.013 | 0.000 | 0.010 | 0.026 | 0.011 | 0.038 | 0.012 | 0.149 | 0.152 | 0.174 | 0.056 | 0.056 | 0.071 | 0.039 | 0.013 | 0.097 | 0.404 | 0.406 | 0.423 | 0.034 | 0.003 | 0.482 | 0.487 | 0.521 | 0.566 | 0.573 | 0.604 | 0.000 | 0.015 | 0.000 | 0.017 | 0.004 | 0.000 | 0.098 | 0.108 | 0.137 | 0.087 | 0.097 | 0.134 | 0.003 | 0.003 | 0.011 | -0.010 | 0.021 | 0.031 | 0.030 | 0.025 | 0.039 | 0.010 | 0.008 | 0.003 | 0.017 | 0.552 | 0.138 | 0.006 | 0.108 | 0.108 | 0.133 | 0.072 | 0.072 | 0.094 |
| EXT_SOURCE_1 | 0.108 | 0.167 | 0.178 | 0.074 | 0.003 | 0.000 | 0.005 | 0.001 | 0.007 | -0.001 | 0.054 | 0.054 | 0.052 | 0.038 | 0.038 | 0.031 | -0.158 | -0.110 | 0.317 | 0.020 | 0.020 | 0.017 | -0.603 | -0.031 | -0.145 | -0.113 | -0.150 | -0.039 | -0.038 | 0.079 | 0.080 | 0.078 | 0.044 | 0.029 | 0.030 | 0.024 | 1.000 | 0.217 | 0.166 | 0.000 | 0.000 | 0.013 | 0.000 | 0.020 | 0.010 | 0.006 | 0.024 | 0.016 | 0.024 | 0.017 | 0.000 | 0.011 | 0.029 | 0.060 | 0.000 | 0.018 | 0.219 | 0.023 | 0.058 | 0.007 | 0.017 | 0.341 | 0.073 | 0.081 | 0.075 | 0.090 | 0.083 | 0.083 | 0.082 | 0.064 | 0.063 | 0.062 | 0.011 | 0.023 | 0.007 | -0.010 | -0.011 | -0.013 | 0.114 | 0.019 | 0.043 | 0.044 | 0.036 | 0.071 | 0.071 | 0.066 | 0.014 | 0.073 | 0.107 | 0.080 | 0.146 | 0.014 | 0.034 | 0.032 | 0.029 | 0.039 | 0.040 | 0.036 | -0.043 | -0.043 | 0.100 | -0.119 | 0.067 | 0.088 | 0.084 | 0.127 | 0.176 | 0.019 | 0.041 | -0.002 | 0.179 | 0.071 | 0.022 | 0.003 | 0.020 | 0.020 | 0.020 | 0.004 | 0.003 | 0.002 |
| EXT_SOURCE_2 | 0.121 | 0.124 | 0.134 | 0.170 | 0.001 | 0.013 | 0.041 | -0.000 | 0.001 | -0.027 | 0.094 | 0.092 | 0.084 | 0.042 | 0.040 | 0.026 | -0.023 | -0.005 | 0.012 | 0.029 | 0.027 | 0.017 | -0.101 | -0.080 | -0.053 | -0.205 | -0.063 | -0.036 | -0.038 | 0.127 | 0.124 | 0.117 | 0.021 | 0.031 | 0.030 | 0.021 | 0.217 | 1.000 | 0.098 | 0.022 | 0.004 | 0.013 | 0.000 | 0.037 | 0.022 | 0.009 | 0.017 | 0.008 | 0.005 | 0.000 | 0.007 | 0.009 | 0.015 | 0.047 | 0.009 | 0.000 | 0.035 | 0.000 | 0.057 | 0.028 | 0.023 | 0.035 | 0.054 | 0.010 | 0.068 | 0.022 | 0.130 | 0.128 | 0.124 | 0.094 | 0.092 | 0.086 | 0.024 | 0.161 | 0.024 | -0.013 | -0.014 | -0.020 | 0.069 | 0.056 | 0.077 | 0.075 | 0.064 | 0.106 | 0.104 | 0.093 | 0.021 | 0.063 | 0.020 | 0.025 | 0.040 | 0.009 | 0.030 | 0.028 | 0.024 | 0.057 | 0.053 | 0.041 | -0.021 | -0.021 | 0.049 | -0.131 | 0.182 | 0.259 | 0.254 | 0.041 | 0.084 | 0.039 | 0.062 | -0.002 | 0.174 | 0.100 | 0.024 | 0.003 | 0.028 | 0.027 | 0.025 | 0.014 | 0.013 | 0.012 |
| EXT_SOURCE_3 | 0.010 | 0.017 | 0.025 | -0.098 | -0.004 | 0.000 | -0.016 | -0.020 | -0.027 | -0.058 | 0.007 | 0.007 | 0.004 | 0.001 | 0.000 | -0.000 | -0.049 | -0.026 | 0.013 | 0.010 | 0.010 | 0.009 | -0.213 | -0.008 | -0.133 | -0.057 | -0.103 | -0.035 | -0.031 | 0.013 | 0.014 | 0.013 | 0.017 | 0.011 | 0.011 | 0.008 | 0.166 | 0.098 | 1.000 | 0.012 | 0.023 | 0.016 | 0.000 | 0.013 | 0.014 | 0.000 | 0.000 | 0.000 | 0.011 | 0.000 | 1.000 | 0.024 | 0.010 | 0.039 | 0.005 | 0.000 | 0.086 | 0.019 | 0.006 | 0.000 | 0.054 | 0.125 | 0.017 | 0.040 | 0.000 | 0.065 | 0.014 | 0.015 | 0.014 | 0.015 | 0.015 | 0.014 | 0.000 | -0.035 | 0.000 | 0.004 | 0.004 | 0.003 | 0.050 | 0.022 | 0.009 | 0.010 | 0.008 | 0.009 | 0.009 | 0.007 | 0.008 | 0.030 | 0.026 | 0.032 | 0.058 | 0.019 | -0.014 | -0.017 | -0.021 | -0.003 | -0.004 | -0.011 | -0.011 | -0.011 | 0.009 | 0.034 | -0.005 | 0.022 | 0.023 | 0.078 | 0.085 | 0.053 | 0.047 | -0.000 | 0.182 | 0.005 | 0.006 | 0.005 | 0.012 | 0.011 | 0.010 | 0.020 | 0.019 | 0.016 |
| FLAG_CONT_MOBILE | 0.019 | 0.021 | 0.019 | 0.000 | 0.000 | 0.000 | 0.000 | 0.007 | 0.000 | 0.015 | 0.025 | 0.007 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.005 | 0.036 | 0.041 | 0.048 | 0.013 | 0.015 | 0.004 | 0.037 | 0.009 | 0.000 | 0.000 | 0.026 | 0.008 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.022 | 0.012 | 1.000 | 0.000 | 0.000 | 0.000 | 0.055 | 0.095 | 0.001 | 0.057 | 0.000 | 0.019 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.009 | 0.000 | 0.027 | 0.000 | 0.007 | 0.015 | 0.000 | 0.002 | 0.000 | 0.021 | 0.024 | 0.025 | 0.029 | 0.000 | 0.000 | 0.000 | 0.016 | 0.010 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.018 | 0.014 | 0.013 | 0.095 | 0.017 | 0.005 | 0.006 | 0.074 | 0.000 | 0.000 | 0.000 | 0.000 | 0.016 | 0.015 | 0.017 | 0.000 | 0.000 | 0.006 | 0.011 | 0.020 | 0.023 | 0.021 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.014 | 0.000 | 0.023 | 0.000 | 0.000 | 0.000 | 0.029 | 0.032 | 0.030 |
| FLAG_DOCUMENT_10 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.005 | 0.000 | 0.014 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.004 | 0.023 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.008 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.017 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.019 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.011 | 0.000 | 0.000 | 0.000 | 0.000 | 0.008 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| FLAG_DOCUMENT_11 | 0.043 | 0.150 | 0.152 | 0.000 | 0.000 | 0.000 | 0.000 | 0.006 | 0.028 | 0.025 | 0.030 | 0.029 | 0.034 | 0.028 | 0.027 | 0.028 | 0.000 | 0.000 | 0.010 | 0.000 | 0.000 | 0.000 | 0.067 | 0.029 | 0.021 | 0.055 | 0.013 | 0.000 | 0.000 | 0.033 | 0.033 | 0.030 | 0.000 | 0.034 | 0.034 | 0.036 | 0.013 | 0.013 | 0.016 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.002 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.093 | 0.000 | 0.005 | 0.019 | 0.000 | 0.015 | 0.000 | 0.000 | 0.029 | 0.000 | 0.038 | 0.000 | 0.123 | 0.030 | 0.031 | 0.030 | 0.041 | 0.043 | 0.043 | 0.006 | 0.010 | 0.000 | 0.040 | 0.037 | 0.037 | 0.007 | 0.006 | 0.029 | 0.032 | 0.039 | 0.036 | 0.033 | 0.035 | 0.025 | 0.037 | 0.034 | 0.027 | 0.061 | 0.026 | 0.055 | 0.055 | 0.055 | 0.029 | 0.026 | 0.028 | 0.000 | 0.000 | 0.042 | 0.020 | 0.024 | 0.012 | 0.007 | 0.054 | 0.034 | 0.089 | 0.047 | 0.004 | 0.000 | 0.034 | 0.000 | 0.029 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| FLAG_DOCUMENT_12 | 0.000 | 0.012 | 0.017 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.052 | 0.050 | 0.051 | 0.056 | 0.056 | 0.054 | 0.000 | 0.000 | 0.000 | 0.015 | 0.015 | 0.016 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.054 | 0.054 | 0.039 | 0.000 | 0.049 | 0.049 | 0.050 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.005 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.018 | 0.018 | 0.019 | 0.029 | 0.008 | 0.000 | 0.072 | 0.071 | 0.070 | 0.000 | 0.000 | 0.045 | 0.043 | 0.041 | 0.077 | 0.075 | 0.077 | 0.000 | 0.000 | 0.000 | 0.000 | 0.011 | 0.000 | 0.000 | 0.000 | 0.000 | 0.138 | 0.133 | 0.136 | 0.000 | 0.000 | 0.006 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.001 | 0.000 | 0.079 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| FLAG_DOCUMENT_13 | 0.043 | 0.088 | 0.083 | 0.000 | 0.000 | 0.000 | 0.022 | 0.000 | 0.000 | 0.018 | 0.035 | 0.035 | 0.035 | 0.042 | 0.021 | 0.016 | 0.000 | 0.000 | 0.041 | 0.039 | 0.042 | 0.040 | 0.025 | 0.026 | 0.006 | 0.028 | 0.002 | 0.000 | 0.000 | 0.046 | 0.047 | 0.044 | 0.000 | 0.000 | 0.000 | 0.000 | 0.020 | 0.037 | 0.013 | 0.055 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.032 | 0.000 | 0.031 | 0.000 | 0.004 | 0.018 | 0.000 | 0.095 | 0.000 | 0.003 | 0.026 | 0.081 | 0.062 | 0.015 | 0.000 | 0.040 | 0.044 | 0.044 | 0.049 | 0.058 | 0.058 | 0.000 | 0.027 | 0.000 | 0.017 | 0.016 | 0.013 | 0.000 | 0.024 | 0.048 | 0.050 | 0.065 | 0.046 | 0.044 | 0.040 | 0.002 | 0.031 | 0.010 | 0.000 | 0.043 | 0.010 | 0.012 | 0.013 | 0.014 | 0.010 | 0.000 | 0.004 | 0.000 | 0.000 | 0.031 | 0.117 | 0.048 | 0.044 | 0.044 | 0.003 | 0.005 | 0.002 | 0.019 | 0.007 | 0.011 | 0.029 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.033 | 0.034 | 0.035 |
| FLAG_DOCUMENT_14 | 0.147 | 0.102 | 0.094 | 0.000 | 0.058 | 0.000 | 0.000 | 0.012 | 0.041 | 0.019 | 0.024 | 0.015 | 0.010 | 0.059 | 0.059 | 0.043 | 0.000 | 0.000 | 0.000 | 0.033 | 0.036 | 0.042 | 0.026 | 0.023 | 0.003 | 0.024 | 0.011 | 0.000 | 0.000 | 0.031 | 0.023 | 0.020 | 0.000 | 0.000 | 0.000 | 0.000 | 0.010 | 0.022 | 0.014 | 0.095 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.021 | 0.000 | 0.000 | 0.000 | 0.003 | 0.013 | 0.000 | 0.030 | 0.000 | 0.000 | 0.023 | 0.007 | 0.057 | 0.012 | 0.000 | 0.043 | 0.044 | 0.044 | 0.028 | 0.031 | 0.028 | 0.024 | 0.034 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.023 | 0.000 | 0.000 | 0.000 | 0.022 | 0.021 | 0.018 | 0.002 | 0.046 | 0.016 | 0.012 | 0.070 | 0.006 | 0.000 | 0.000 | 0.000 | 0.009 | 0.006 | 0.009 | 0.000 | 0.000 | 0.039 | 0.000 | 0.041 | 0.051 | 0.049 | 0.005 | 0.005 | 0.000 | 0.018 | 0.000 | 0.007 | 0.023 | 0.014 | 0.000 | 0.000 | 0.000 | 0.000 | 0.015 | 0.020 | 0.015 |
| FLAG_DOCUMENT_15 | 0.000 | 0.053 | 0.063 | 0.000 | 0.000 | 0.000 | 0.012 | 0.025 | 0.000 | 0.000 | 0.008 | 0.011 | 0.015 | 0.029 | 0.029 | 0.020 | 0.009 | 0.000 | 0.021 | 0.028 | 0.028 | 0.028 | 0.011 | 0.012 | 0.006 | 0.015 | 0.000 | 0.000 | 0.000 | 0.019 | 0.019 | 0.026 | 0.000 | 0.025 | 0.030 | 0.027 | 0.006 | 0.009 | 0.000 | 0.001 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.008 | 0.000 | 0.031 | 0.000 | 0.000 | 0.012 | 0.049 | 0.036 | 0.007 | 0.000 | 0.019 | 0.019 | 0.017 | 0.018 | 0.019 | 0.020 | 0.011 | 0.000 | 0.000 | 0.023 | 0.021 | 0.021 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.032 | 0.030 | 0.029 | 0.008 | 0.030 | 0.006 | 0.002 | 0.014 | 0.005 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.023 | 0.022 | 0.042 | 0.072 | 0.021 | 0.013 | 0.012 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.009 | 0.022 | 0.012 | 0.000 | 0.000 | 0.005 | 0.000 | 0.022 | 0.021 | 0.024 |
| FLAG_DOCUMENT_16 | 0.023 | 0.077 | 0.077 | 0.000 | 0.011 | 0.000 | 0.017 | 0.021 | 0.018 | 0.039 | 0.019 | 0.018 | 0.018 | 0.011 | 0.014 | 0.000 | 0.000 | 0.009 | 0.000 | 0.027 | 0.026 | 0.026 | 0.033 | 0.043 | 0.007 | 0.062 | 0.023 | 0.000 | 0.000 | 0.017 | 0.017 | 0.018 | 0.000 | 0.008 | 0.008 | 0.009 | 0.024 | 0.017 | 0.000 | 0.057 | 0.000 | 0.002 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.006 | 0.000 | 0.000 | 0.083 | 0.000 | 0.031 | 0.000 | 0.011 | 0.026 | 0.000 | 0.015 | 0.007 | 0.009 | 0.043 | 0.000 | 0.089 | 0.009 | 0.000 | 0.026 | 0.021 | 0.018 | 0.011 | 0.009 | 0.011 | 0.000 | 0.026 | 0.004 | 0.000 | 0.000 | 0.000 | 0.003 | 0.000 | 0.007 | 0.000 | 0.000 | 0.018 | 0.019 | 0.022 | 0.022 | 0.029 | 0.006 | 0.028 | 0.045 | 0.002 | 0.022 | 0.022 | 0.022 | 0.000 | 0.011 | 0.000 | 0.000 | 0.000 | 0.019 | 0.018 | 0.009 | 0.012 | 0.013 | 0.012 | 0.000 | 0.007 | 0.000 | 0.017 | 0.007 | 0.016 | 0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 0.019 | 0.020 | 0.032 |
| FLAG_DOCUMENT_17 | 0.000 | 0.021 | 0.022 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.072 | 0.078 | 0.081 | 0.085 | 0.085 | 0.089 | 0.000 | 0.000 | 0.012 | 0.000 | 0.000 | 0.000 | 0.017 | 0.006 | 0.008 | 0.000 | 0.000 | 0.000 | 0.000 | 0.044 | 0.044 | 0.045 | 0.000 | 0.062 | 0.062 | 0.062 | 0.016 | 0.008 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.006 | 0.000 | 0.000 | 0.006 | 0.000 | 0.010 | 0.007 | 0.006 | 0.000 | 0.000 | 0.000 | 0.010 | 0.012 | 0.000 | 0.031 | 0.000 | 0.016 | 0.028 | 0.028 | 0.028 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.057 | 0.053 | 0.051 | 0.000 | 0.000 | 0.001 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.013 | 0.009 | 0.008 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.027 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| FLAG_DOCUMENT_18 | 0.031 | 0.062 | 0.063 | 0.000 | 0.013 | 0.000 | 0.000 | 0.003 | 0.000 | 0.029 | 0.014 | 0.013 | 0.011 | 0.020 | 0.020 | 0.037 | 0.000 | 0.000 | 0.031 | 0.037 | 0.051 | 0.018 | 0.055 | 0.039 | 0.011 | 0.064 | 0.018 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.024 | 0.005 | 0.011 | 0.019 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.006 | 0.000 | 1.000 | 0.000 | 0.000 | 0.113 | 0.015 | 0.004 | 0.000 | 0.009 | 0.024 | 0.000 | 0.012 | 0.010 | 0.004 | 0.039 | 0.006 | 0.087 | 0.000 | 0.027 | 0.007 | 0.004 | 0.000 | 0.024 | 0.017 | 0.007 | 0.007 | 0.020 | 0.001 | 0.006 | 0.000 | 0.000 | 0.006 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.008 | 0.036 | 0.023 | 0.030 | 0.050 | 0.009 | 0.054 | 0.054 | 0.054 | 0.012 | 0.021 | 0.014 | 0.000 | 0.002 | 0.034 | 0.000 | 0.012 | 0.011 | 0.012 | 0.014 | 0.015 | 0.000 | 0.000 | 0.000 | 0.004 | 0.000 | 0.000 | 0.011 | 0.000 | 0.000 | 0.000 | 0.033 | 0.034 | 0.028 |
| FLAG_DOCUMENT_19 | 0.000 | 0.025 | 0.027 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.002 | 0.000 | 0.000 | 0.000 | 0.000 | 0.010 | 0.000 | 0.000 | 0.002 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.017 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.014 | 0.000 | 0.014 | 0.000 | 0.000 | 0.005 | 0.000 | 0.000 | 0.000 | 0.000 | 0.011 | 0.000 | 0.024 | 0.012 | 0.019 | 0.000 | 0.010 | 0.006 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.006 | 0.000 | 0.000 | 0.000 | 0.007 | 0.005 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.003 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| FLAG_DOCUMENT_2 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.006 | 0.008 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.001 | 0.000 | 0.010 | 0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.007 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.011 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.010 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.007 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.027 | 0.027 | 0.000 | 0.000 | 0.000 | 0.013 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| FLAG_DOCUMENT_20 | 0.012 | 0.047 | 0.033 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.007 | 0.000 | 0.000 | 0.000 | 0.039 | 0.040 | 0.039 | 0.000 | 0.000 | 0.005 | 0.000 | 0.000 | 0.000 | 0.000 | 0.009 | 0.000 | 0.019 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.011 | 0.009 | 0.024 | 0.000 | 0.000 | 0.000 | 0.000 | 0.032 | 0.021 | 0.000 | 0.083 | 0.000 | 0.113 | 0.014 | 0.000 | 1.000 | 0.020 | 0.000 | 0.000 | 0.000 | 0.004 | 0.000 | 0.008 | 0.000 | 0.000 | 0.009 | 0.000 | 0.016 | 0.006 | 0.002 | 0.000 | 0.000 | 0.000 | 0.000 | 0.004 | 0.008 | 0.000 | 0.005 | 0.000 | 0.017 | 0.034 | 0.035 | 0.000 | 0.003 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.005 | 0.008 | 0.009 | 0.003 | 0.005 | 0.012 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.006 | 0.007 | 0.006 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| FLAG_DOCUMENT_21 | 0.010 | 0.015 | 0.014 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.024 | 0.000 | 0.000 | 0.000 | 0.055 | 0.006 | 0.020 | 0.000 | 0.000 | 0.006 | 0.000 | 0.000 | 0.000 | 0.000 | 0.002 | 0.000 | 0.000 | 0.000 | 0.029 | 0.015 | 0.010 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.015 | 0.000 | 0.000 | 0.020 | 1.000 | 0.022 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.006 | 0.010 | 0.000 | 0.000 | 0.005 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.023 | 0.018 | 0.021 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.055 | 0.004 | 0.013 | 0.015 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.002 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.008 | 0.008 | 0.007 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.010 | 0.000 | 0.000 | 0.006 | 0.000 | 0.000 | 0.000 | 0.011 | 0.012 | 0.016 |
| FLAG_DOCUMENT_3 | 0.133 | 0.141 | 0.130 | 0.000 | 0.006 | 0.000 | 0.000 | 0.008 | 0.017 | 0.038 | 0.047 | 0.044 | 0.042 | 0.028 | 0.027 | 0.018 | 0.034 | 0.054 | 0.092 | 0.027 | 0.026 | 0.012 | 0.213 | 0.249 | 0.071 | 0.068 | 0.053 | 0.012 | 0.005 | 0.058 | 0.059 | 0.053 | 0.011 | 0.022 | 0.023 | 0.018 | 0.060 | 0.047 | 0.039 | 0.000 | 0.008 | 0.093 | 0.000 | 0.031 | 0.000 | 0.000 | 0.031 | 0.000 | 0.004 | 0.014 | 0.011 | 0.000 | 0.022 | 1.000 | 0.014 | 0.193 | 0.489 | 0.014 | 0.470 | 0.098 | 0.008 | 0.249 | 0.071 | 0.038 | 0.020 | 0.060 | 0.086 | 0.085 | 0.084 | 0.067 | 0.067 | 0.065 | 0.000 | 0.013 | 0.022 | 0.000 | 0.000 | 0.000 | 0.052 | 0.013 | 0.044 | 0.045 | 0.043 | 0.050 | 0.047 | 0.044 | 0.475 | 0.054 | 0.059 | 0.000 | 0.258 | 0.027 | 0.000 | 0.000 | 0.007 | 0.010 | 0.014 | 0.014 | 0.029 | 0.030 | 0.138 | 0.043 | 0.102 | 0.090 | 0.087 | 0.000 | 0.051 | 0.027 | 0.019 | 0.000 | 0.043 | 0.051 | 0.051 | 0.019 | 0.000 | 0.000 | 0.008 | 0.028 | 0.031 | 0.029 |
| FLAG_DOCUMENT_4 | 0.017 | 0.013 | 0.015 | 0.000 | 0.000 | 0.000 | 0.042 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.008 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.009 | 0.005 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.014 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.006 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.004 | 0.016 | 0.000 | 0.000 | 0.000 | 0.034 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.018 | 0.006 | 0.006 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| FLAG_DOCUMENT_5 | 0.000 | 0.008 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.003 | 0.000 | 0.006 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.029 | 0.029 | 0.000 | 0.000 | 0.000 | 0.000 | 0.015 | 0.013 | 0.010 | 0.014 | 0.000 | 0.000 | 0.000 | 0.009 | 0.010 | 0.005 | 0.000 | 0.000 | 0.000 | 0.000 | 0.018 | 0.000 | 0.000 | 0.000 | 0.000 | 0.005 | 0.000 | 0.004 | 0.003 | 0.000 | 0.011 | 0.000 | 0.009 | 0.000 | 0.000 | 0.000 | 0.000 | 0.193 | 0.000 | 1.000 | 0.038 | 0.000 | 0.036 | 0.005 | 0.000 | 0.013 | 0.009 | 0.008 | 0.078 | 0.026 | 0.021 | 0.022 | 0.017 | 0.033 | 0.031 | 0.025 | 0.000 | 0.027 | 0.004 | 0.000 | 0.000 | 0.000 | 0.014 | 0.015 | 0.029 | 0.024 | 0.045 | 0.011 | 0.008 | 0.016 | 0.033 | 0.000 | 0.011 | 0.008 | 0.013 | 0.005 | 0.029 | 0.028 | 0.024 | 0.014 | 0.023 | 0.010 | 0.014 | 0.013 | 0.013 | 0.000 | 0.022 | 0.013 | 0.016 | 0.000 | 0.012 | 0.011 | 0.020 | 0.000 | 0.000 | 0.000 | 0.000 | 0.011 | 0.000 | 0.000 | 0.000 | 0.018 | 0.012 | 0.000 |
| FLAG_DOCUMENT_6 | 0.082 | 0.052 | 0.051 | 0.000 | 0.016 | 0.000 | 0.009 | 0.011 | 0.006 | 0.017 | 0.020 | 0.017 | 0.015 | 0.000 | 0.000 | 0.000 | 0.093 | 0.162 | 0.101 | 0.000 | 0.008 | 0.009 | 0.496 | 0.592 | 0.199 | 0.046 | 0.170 | 0.005 | 0.003 | 0.000 | 0.000 | 0.000 | 0.000 | 0.017 | 0.015 | 0.013 | 0.219 | 0.035 | 0.086 | 0.009 | 0.000 | 0.019 | 0.000 | 0.018 | 0.013 | 0.008 | 0.026 | 0.000 | 0.024 | 0.005 | 0.000 | 0.004 | 0.000 | 0.489 | 0.000 | 0.038 | 1.000 | 0.000 | 0.093 | 0.018 | 0.043 | 0.592 | 0.102 | 0.041 | 0.016 | 0.136 | 0.011 | 0.005 | 0.006 | 0.000 | 0.000 | 0.000 | 0.027 | 0.071 | 0.016 | 0.015 | 0.013 | 0.009 | 0.131 | 0.057 | 0.010 | 0.011 | 0.019 | 0.000 | 0.000 | 0.000 | 0.096 | 0.095 | 0.179 | 0.072 | 0.592 | 0.039 | 0.000 | 0.000 | 0.000 | 0.012 | 0.011 | 0.000 | 0.000 | 0.000 | 0.047 | 0.054 | 0.031 | 0.019 | 0.020 | 0.057 | 0.156 | 0.023 | 0.065 | 0.000 | 0.026 | 0.017 | 0.020 | 0.026 | 0.000 | 0.008 | 0.022 | 0.016 | 0.014 | 0.006 |
| FLAG_DOCUMENT_7 | 0.017 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.016 | 0.015 | 0.017 | 0.006 | 0.000 | 0.005 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.023 | 0.000 | 0.019 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.014 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.004 | 0.000 | 0.006 | 0.000 | 0.067 | 0.066 | 0.067 | 0.075 | 0.074 | 0.075 | 0.000 | 0.024 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.011 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.031 | 0.006 | 0.408 | 0.000 | 0.235 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.002 | 0.000 | 0.007 | 0.008 | 0.008 | 0.000 | 0.000 | 0.000 | 0.009 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.018 | 0.019 | 0.022 |
| FLAG_DOCUMENT_8 | 0.120 | 0.082 | 0.079 | 0.000 | 0.011 | 0.000 | 0.003 | 0.000 | 0.000 | 0.023 | 0.056 | 0.059 | 0.055 | 0.030 | 0.028 | 0.025 | 0.037 | 0.059 | 0.255 | 0.059 | 0.055 | 0.047 | 0.123 | 0.122 | 0.032 | 0.022 | 0.057 | 0.018 | 0.013 | 0.075 | 0.076 | 0.069 | 0.015 | 0.015 | 0.017 | 0.011 | 0.058 | 0.057 | 0.006 | 0.027 | 0.000 | 0.015 | 0.005 | 0.095 | 0.030 | 0.031 | 0.015 | 0.006 | 0.012 | 0.000 | 0.000 | 0.008 | 0.000 | 0.470 | 0.000 | 0.036 | 0.093 | 0.000 | 1.000 | 0.018 | 0.028 | 0.122 | 0.227 | 0.034 | 0.008 | 0.025 | 0.088 | 0.088 | 0.084 | 0.081 | 0.081 | 0.079 | 0.029 | 0.044 | 0.012 | 0.026 | 0.023 | 0.022 | 0.043 | 0.066 | 0.065 | 0.063 | 0.066 | 0.060 | 0.059 | 0.055 | 0.082 | 0.079 | 0.065 | 0.030 | 0.136 | 0.019 | 0.017 | 0.017 | 0.020 | 0.020 | 0.021 | 0.024 | 0.023 | 0.023 | 0.211 | 0.062 | 0.119 | 0.120 | 0.119 | 0.022 | 0.044 | 0.021 | 0.062 | 0.008 | 0.010 | 0.060 | 0.044 | 0.000 | 0.000 | 0.005 | 0.002 | 0.043 | 0.044 | 0.041 |
| FLAG_DOCUMENT_9 | 0.040 | 0.029 | 0.029 | 0.000 | 0.000 | 0.000 | 0.008 | 0.000 | 0.000 | 0.029 | 0.020 | 0.019 | 0.021 | 0.022 | 0.022 | 0.041 | 0.007 | 0.000 | 0.003 | 0.037 | 0.034 | 0.022 | 0.024 | 0.023 | 0.018 | 0.021 | 0.011 | 0.000 | 0.000 | 0.000 | 0.001 | 0.014 | 0.000 | 0.012 | 0.012 | 0.013 | 0.007 | 0.028 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.007 | 0.000 | 0.010 | 0.000 | 0.000 | 0.000 | 0.000 | 0.098 | 0.000 | 0.005 | 0.018 | 0.000 | 0.018 | 1.000 | 0.011 | 0.023 | 0.010 | 0.000 | 0.015 | 0.015 | 0.040 | 0.041 | 0.040 | 0.031 | 0.032 | 0.021 | 0.016 | 0.018 | 0.000 | 0.000 | 0.000 | 0.000 | 0.007 | 0.017 | 0.023 | 0.024 | 0.022 | 0.030 | 0.028 | 0.026 | 0.007 | 0.023 | 0.017 | 0.006 | 0.037 | 0.000 | 0.000 | 0.000 | 0.000 | 0.022 | 0.030 | 0.024 | 0.005 | 0.004 | 0.041 | 0.000 | 0.056 | 0.056 | 0.054 | 0.000 | 0.003 | 0.011 | 0.021 | 0.001 | 0.002 | 0.017 | 0.018 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.008 |
| FLAG_EMAIL | 0.062 | 0.007 | 0.018 | 0.000 | 0.010 | 0.015 | 0.000 | 0.031 | 0.022 | 0.049 | 0.032 | 0.032 | 0.027 | 0.023 | 0.020 | 0.000 | 0.011 | 0.024 | 0.022 | 0.027 | 0.033 | 0.021 | 0.094 | 0.064 | 0.034 | 0.027 | 0.038 | 0.012 | 0.000 | 0.036 | 0.035 | 0.032 | 0.000 | 0.000 | 0.000 | 0.000 | 0.017 | 0.023 | 0.054 | 0.007 | 0.000 | 0.000 | 0.000 | 0.003 | 0.000 | 0.000 | 0.009 | 0.000 | 0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 0.008 | 0.000 | 0.000 | 0.043 | 0.000 | 0.028 | 0.011 | 1.000 | 0.064 | 0.030 | 0.031 | 0.009 | 0.010 | 0.050 | 0.047 | 0.048 | 0.046 | 0.043 | 0.038 | 0.000 | 0.022 | 0.015 | 0.006 | 0.016 | 0.013 | 0.003 | 0.035 | 0.025 | 0.024 | 0.019 | 0.035 | 0.033 | 0.032 | 0.000 | 0.090 | 0.033 | 0.021 | 0.084 | 0.009 | 0.000 | 0.000 | 0.000 | 0.029 | 0.033 | 0.028 | 0.000 | 0.000 | 0.074 | 0.031 | 0.068 | 0.069 | 0.064 | 0.014 | 0.000 | 0.018 | 0.036 | 0.012 | 0.010 | 0.034 | 0.020 | 0.000 | 0.000 | 0.000 | 0.000 | 0.024 | 0.024 | 0.025 |
| FLAG_EMP_PHONE | 0.111 | 0.069 | 0.064 | 0.000 | 0.010 | 0.000 | 0.023 | 0.016 | 0.011 | 0.053 | 0.029 | 0.031 | 0.025 | 0.000 | 0.000 | 0.000 | 0.143 | 0.249 | 0.158 | 0.000 | 0.000 | 0.001 | 0.753 | 1.000 | 0.311 | 0.038 | 0.260 | 0.016 | 0.016 | 0.005 | 0.008 | 0.019 | 0.000 | 0.010 | 0.012 | 0.010 | 0.341 | 0.035 | 0.125 | 0.015 | 0.000 | 0.029 | 0.000 | 0.026 | 0.023 | 0.012 | 0.043 | 0.006 | 0.039 | 0.011 | 0.000 | 0.009 | 0.006 | 0.249 | 0.000 | 0.013 | 0.592 | 0.000 | 0.122 | 0.023 | 0.064 | 1.000 | 0.152 | 0.070 | 0.011 | 0.234 | 0.005 | 0.011 | 0.012 | 0.000 | 0.005 | 0.000 | 0.023 | 0.101 | 0.020 | 0.011 | 0.010 | 0.008 | 0.220 | 0.096 | 0.027 | 0.026 | 0.026 | 0.020 | 0.015 | 0.015 | 0.052 | 0.142 | 0.265 | 0.110 | 1.000 | 0.053 | 0.006 | 0.003 | 0.000 | 0.034 | 0.028 | 0.021 | 0.007 | 0.012 | 0.010 | 0.060 | 0.055 | 0.039 | 0.042 | 0.092 | 0.256 | 0.036 | 0.108 | 0.017 | 0.045 | 0.019 | 0.025 | 0.030 | 0.000 | 0.001 | 0.011 | 0.021 | 0.022 | 0.026 |
| FLAG_OWN_CAR | 0.129 | 0.109 | 0.111 | 0.003 | 0.008 | 0.000 | 0.013 | 0.011 | 0.011 | 0.029 | 0.026 | 0.028 | 0.032 | 0.020 | 0.018 | 0.017 | 0.070 | 0.115 | 0.337 | 0.017 | 0.022 | 0.025 | 0.154 | 0.152 | 0.023 | 0.037 | 0.088 | 0.022 | 0.021 | 0.038 | 0.037 | 0.039 | 0.015 | 0.027 | 0.026 | 0.026 | 0.073 | 0.054 | 0.017 | 0.000 | 0.000 | 0.000 | 0.000 | 0.081 | 0.007 | 0.049 | 0.000 | 0.000 | 0.006 | 0.000 | 0.000 | 0.000 | 0.010 | 0.071 | 0.000 | 0.009 | 0.102 | 0.004 | 0.227 | 0.010 | 0.030 | 0.152 | 1.000 | 0.000 | 0.000 | 0.014 | 0.038 | 0.040 | 0.042 | 0.032 | 0.032 | 0.032 | 0.015 | 0.022 | 0.002 | 0.009 | 0.010 | 0.013 | 0.083 | 0.050 | 0.025 | 0.017 | 0.029 | 0.031 | 0.034 | 0.036 | 0.000 | 0.095 | 0.166 | 0.044 | 0.154 | 0.042 | 0.000 | 0.000 | 0.000 | 0.019 | 0.017 | 0.023 | 0.008 | 0.007 | 0.259 | 1.000 | 0.042 | 0.019 | 0.020 | 0.007 | 0.072 | 0.000 | 0.043 | 0.016 | 0.017 | 0.037 | 0.030 | 0.000 | 0.000 | 0.000 | 0.005 | 0.051 | 0.050 | 0.049 |
| FLAG_OWN_REALTY | 0.000 | 0.049 | 0.053 | 0.000 | 0.000 | 0.008 | 0.008 | 0.022 | 0.018 | 0.048 | 0.025 | 0.026 | 0.022 | 0.008 | 0.006 | 0.000 | 0.011 | 0.011 | 0.046 | 0.000 | 0.000 | 0.000 | 0.131 | 0.070 | 0.040 | 0.051 | 0.054 | 0.007 | 0.008 | 0.000 | 0.000 | 0.000 | 0.011 | 0.008 | 0.011 | 0.011 | 0.081 | 0.010 | 0.040 | 0.002 | 0.000 | 0.038 | 0.000 | 0.062 | 0.057 | 0.036 | 0.089 | 0.010 | 0.087 | 0.024 | 0.000 | 0.016 | 0.000 | 0.038 | 0.000 | 0.008 | 0.041 | 0.000 | 0.034 | 0.000 | 0.031 | 0.070 | 0.000 | 1.000 | 0.041 | 0.114 | 0.021 | 0.021 | 0.021 | 0.018 | 0.016 | 0.013 | 0.022 | 0.130 | 0.033 | 0.017 | 0.007 | 0.000 | 0.044 | 0.016 | 0.000 | 0.000 | 0.000 | 0.000 | 0.008 | 0.014 | 0.067 | 0.028 | 0.050 | 0.230 | 0.072 | 0.060 | 0.022 | 0.022 | 0.021 | 0.011 | 0.012 | 0.007 | 0.009 | 0.008 | 0.024 | 0.009 | 0.046 | 0.010 | 0.012 | 0.064 | 0.068 | 0.045 | 0.039 | 0.000 | 0.000 | 0.000 | 0.032 | 0.020 | 0.000 | 0.000 | 0.000 | 0.000 | 0.002 | 0.011 |
| FLAG_PHONE | 0.023 | 0.036 | 0.047 | 0.000 | 0.000 | 0.000 | 0.025 | 0.013 | 0.007 | 0.031 | 0.060 | 0.058 | 0.054 | 0.051 | 0.050 | 0.042 | 0.009 | 0.035 | 0.009 | 0.050 | 0.050 | 0.043 | 0.041 | 0.011 | 0.034 | 0.066 | 0.076 | 0.023 | 0.021 | 0.073 | 0.071 | 0.060 | 0.016 | 0.045 | 0.045 | 0.038 | 0.075 | 0.068 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.015 | 0.012 | 0.007 | 0.009 | 0.007 | 0.000 | 0.012 | 0.000 | 0.006 | 0.000 | 0.020 | 0.006 | 0.078 | 0.016 | 0.006 | 0.008 | 0.015 | 0.009 | 0.011 | 0.000 | 0.041 | 1.000 | 0.297 | 0.083 | 0.082 | 0.080 | 0.067 | 0.065 | 0.061 | 0.027 | 0.069 | 0.019 | 0.024 | 0.024 | 0.026 | 0.021 | 0.007 | 0.048 | 0.049 | 0.033 | 0.070 | 0.066 | 0.059 | 0.015 | 0.026 | 0.025 | 0.031 | 0.018 | 0.016 | 0.016 | 0.016 | 0.020 | 0.001 | 0.000 | 0.000 | 0.031 | 0.031 | 0.051 | 0.061 | 0.124 | 0.097 | 0.091 | 0.053 | 0.044 | 0.000 | 0.004 | 0.000 | 0.027 | 0.057 | 0.044 | 0.007 | 0.011 | 0.000 | 0.003 | 0.026 | 0.025 | 0.013 |
| FLAG_WORK_PHONE | 0.017 | 0.017 | 0.026 | 0.000 | 0.000 | 0.005 | 0.000 | 0.034 | 0.006 | 0.067 | 0.026 | 0.027 | 0.021 | 0.000 | 0.000 | 0.000 | 0.051 | 0.059 | 0.043 | 0.007 | 0.000 | 0.000 | 0.196 | 0.234 | 0.071 | 0.052 | 0.076 | 0.000 | 0.014 | 0.026 | 0.027 | 0.022 | 0.014 | 0.017 | 0.016 | 0.012 | 0.090 | 0.022 | 0.065 | 0.021 | 0.000 | 0.123 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.006 | 0.027 | 0.019 | 0.000 | 0.002 | 0.005 | 0.060 | 0.000 | 0.026 | 0.136 | 0.000 | 0.025 | 0.015 | 0.010 | 0.234 | 0.014 | 0.114 | 0.297 | 1.000 | 0.040 | 0.041 | 0.039 | 0.024 | 0.022 | 0.016 | 0.017 | 0.066 | 0.011 | 0.016 | 0.028 | 0.022 | 0.108 | 0.041 | 0.031 | 0.030 | 0.028 | 0.014 | 0.010 | 0.013 | 0.035 | 0.009 | 0.078 | 0.025 | 0.244 | 0.025 | 0.020 | 0.019 | 0.019 | 0.000 | 0.000 | 0.000 | 0.014 | 0.014 | 0.022 | 0.075 | 0.034 | 0.010 | 0.013 | 0.041 | 0.117 | 0.065 | 0.070 | 0.000 | 0.025 | 0.012 | 0.041 | 0.027 | 0.010 | 0.005 | 0.000 | 0.010 | 0.000 | 0.015 |
| FLOORSMAX_AVG | 0.096 | 0.073 | 0.080 | 0.167 | 0.003 | 0.015 | 0.032 | -0.012 | 0.009 | -0.020 | 0.757 | 0.751 | 0.721 | 0.433 | 0.425 | 0.387 | -0.016 | -0.002 | 0.013 | 0.492 | 0.489 | 0.458 | -0.003 | -0.014 | -0.010 | -0.006 | 0.025 | -0.035 | -0.040 | 0.848 | 0.843 | 0.829 | 0.217 | 0.191 | 0.185 | 0.149 | 0.083 | 0.130 | 0.014 | 0.024 | 0.000 | 0.030 | 0.000 | 0.040 | 0.043 | 0.019 | 0.026 | 0.000 | 0.007 | 0.000 | 0.000 | 0.000 | 0.000 | 0.086 | 0.000 | 0.021 | 0.011 | 0.067 | 0.088 | 0.040 | 0.050 | 0.005 | 0.038 | 0.021 | 0.083 | 0.040 | 1.000 | 0.995 | 0.982 | 0.661 | 0.656 | 0.635 | 0.099 | 0.106 | 0.108 | 0.272 | 0.268 | 0.239 | 0.116 | 0.063 | 0.726 | 0.721 | 0.691 | 0.783 | 0.778 | 0.746 | 0.043 | 0.072 | 0.020 | 0.023 | 0.048 | 0.014 | 0.249 | 0.242 | 0.216 | 0.247 | 0.235 | 0.198 | -0.037 | -0.036 | 0.040 | -0.112 | 0.186 | 0.251 | 0.245 | 0.091 | 0.145 | 0.041 | 0.057 | 0.004 | 0.042 | 0.778 | 0.272 | 0.009 | 0.578 | 0.575 | 0.567 | 0.566 | 0.564 | 0.556 |
| FLOORSMAX_MEDI | 0.094 | 0.073 | 0.079 | 0.165 | 0.003 | 0.019 | 0.031 | -0.013 | 0.009 | -0.019 | 0.756 | 0.753 | 0.723 | 0.432 | 0.425 | 0.391 | -0.015 | -0.001 | 0.009 | 0.493 | 0.491 | 0.461 | -0.002 | -0.014 | -0.011 | -0.006 | 0.026 | -0.035 | -0.040 | 0.841 | 0.845 | 0.830 | 0.218 | 0.192 | 0.186 | 0.152 | 0.083 | 0.128 | 0.015 | 0.025 | 0.000 | 0.031 | 0.000 | 0.044 | 0.044 | 0.019 | 0.021 | 0.000 | 0.004 | 0.010 | 0.000 | 0.000 | 0.000 | 0.085 | 0.000 | 0.022 | 0.005 | 0.066 | 0.088 | 0.041 | 0.047 | 0.011 | 0.040 | 0.021 | 0.082 | 0.041 | 0.995 | 1.000 | 0.987 | 0.656 | 0.657 | 0.636 | 0.099 | 0.104 | 0.109 | 0.273 | 0.270 | 0.243 | 0.115 | 0.064 | 0.724 | 0.722 | 0.694 | 0.782 | 0.781 | 0.749 | 0.041 | 0.072 | 0.020 | 0.024 | 0.049 | 0.014 | 0.246 | 0.242 | 0.218 | 0.244 | 0.236 | 0.201 | -0.036 | -0.035 | 0.041 | -0.112 | 0.181 | 0.248 | 0.242 | 0.091 | 0.144 | 0.040 | 0.058 | 0.005 | 0.043 | 0.778 | 0.277 | 0.006 | 0.580 | 0.579 | 0.571 | 0.568 | 0.568 | 0.560 |
| FLOORSMAX_MODE | 0.092 | 0.071 | 0.077 | 0.160 | 0.003 | 0.022 | 0.032 | -0.012 | 0.009 | -0.019 | 0.753 | 0.751 | 0.738 | 0.433 | 0.426 | 0.405 | -0.015 | 0.000 | 0.011 | 0.487 | 0.485 | 0.468 | -0.002 | -0.015 | -0.012 | -0.006 | 0.026 | -0.034 | -0.039 | 0.822 | 0.826 | 0.832 | 0.221 | 0.199 | 0.193 | 0.174 | 0.082 | 0.124 | 0.014 | 0.029 | 0.000 | 0.030 | 0.000 | 0.044 | 0.044 | 0.017 | 0.018 | 0.000 | 0.000 | 0.006 | 0.000 | 0.000 | 0.000 | 0.084 | 0.000 | 0.017 | 0.006 | 0.067 | 0.084 | 0.040 | 0.048 | 0.012 | 0.042 | 0.021 | 0.080 | 0.039 | 0.982 | 0.987 | 1.000 | 0.645 | 0.646 | 0.640 | 0.096 | 0.103 | 0.115 | 0.278 | 0.274 | 0.258 | 0.113 | 0.065 | 0.719 | 0.718 | 0.703 | 0.777 | 0.776 | 0.761 | 0.040 | 0.072 | 0.019 | 0.025 | 0.049 | 0.012 | 0.234 | 0.232 | 0.220 | 0.232 | 0.226 | 0.209 | -0.035 | -0.034 | 0.041 | -0.112 | 0.175 | 0.240 | 0.235 | 0.089 | 0.142 | 0.039 | 0.058 | 0.003 | 0.044 | 0.776 | 0.279 | 0.003 | 0.575 | 0.574 | 0.578 | 0.559 | 0.559 | 0.561 |
| FLOORSMIN_AVG | 0.074 | 0.061 | 0.064 | 0.111 | 0.007 | 0.027 | 0.017 | 0.001 | 0.012 | -0.017 | 0.482 | 0.477 | 0.450 | 0.271 | 0.264 | 0.239 | -0.016 | -0.001 | 0.028 | 0.344 | 0.340 | 0.322 | -0.001 | -0.021 | -0.010 | -0.002 | -0.001 | -0.022 | -0.022 | 0.574 | 0.571 | 0.561 | 0.110 | 0.084 | 0.080 | 0.056 | 0.064 | 0.094 | 0.015 | 0.000 | 0.000 | 0.041 | 0.018 | 0.049 | 0.028 | 0.018 | 0.011 | 0.010 | 0.024 | 0.000 | 0.000 | 0.000 | 0.000 | 0.067 | 0.000 | 0.033 | 0.000 | 0.075 | 0.081 | 0.031 | 0.046 | 0.000 | 0.032 | 0.018 | 0.067 | 0.024 | 0.661 | 0.656 | 0.645 | 1.000 | 0.996 | 0.984 | 0.053 | 0.100 | 0.061 | 0.164 | 0.161 | 0.138 | 0.069 | 0.078 | 0.495 | 0.492 | 0.472 | 0.514 | 0.510 | 0.481 | 0.036 | 0.050 | 0.016 | 0.021 | 0.048 | 0.004 | 0.167 | 0.162 | 0.144 | 0.138 | 0.129 | 0.098 | -0.033 | -0.033 | 0.032 | -0.124 | 0.195 | 0.215 | 0.209 | 0.044 | 0.083 | 0.036 | 0.076 | -0.013 | 0.029 | 0.497 | 0.193 | 0.000 | 0.348 | 0.344 | 0.340 | 0.352 | 0.350 | 0.345 |
| FLOORSMIN_MEDI | 0.073 | 0.061 | 0.064 | 0.109 | 0.007 | 0.027 | 0.017 | 0.002 | 0.012 | -0.016 | 0.480 | 0.476 | 0.450 | 0.270 | 0.263 | 0.240 | -0.015 | -0.000 | 0.026 | 0.342 | 0.340 | 0.322 | -0.000 | -0.021 | -0.010 | -0.003 | 0.000 | -0.021 | -0.021 | 0.569 | 0.571 | 0.561 | 0.111 | 0.083 | 0.079 | 0.056 | 0.063 | 0.092 | 0.015 | 0.000 | 0.000 | 0.043 | 0.018 | 0.058 | 0.031 | 0.019 | 0.009 | 0.012 | 0.017 | 0.000 | 0.000 | 0.004 | 0.000 | 0.067 | 0.000 | 0.031 | 0.000 | 0.074 | 0.081 | 0.032 | 0.043 | 0.005 | 0.032 | 0.016 | 0.065 | 0.022 | 0.656 | 0.657 | 0.646 | 0.996 | 1.000 | 0.987 | 0.052 | 0.099 | 0.062 | 0.165 | 0.163 | 0.141 | 0.070 | 0.078 | 0.493 | 0.491 | 0.472 | 0.512 | 0.510 | 0.481 | 0.034 | 0.050 | 0.016 | 0.021 | 0.048 | 0.005 | 0.164 | 0.162 | 0.145 | 0.134 | 0.128 | 0.100 | -0.031 | -0.031 | 0.033 | -0.124 | 0.191 | 0.212 | 0.206 | 0.044 | 0.084 | 0.045 | 0.078 | -0.012 | 0.030 | 0.495 | 0.195 | 0.000 | 0.349 | 0.346 | 0.341 | 0.354 | 0.352 | 0.347 |
| FLOORSMIN_MODE | 0.069 | 0.059 | 0.062 | 0.102 | 0.008 | 0.022 | 0.014 | 0.002 | 0.011 | -0.016 | 0.468 | 0.466 | 0.452 | 0.265 | 0.259 | 0.247 | -0.014 | 0.003 | 0.025 | 0.334 | 0.332 | 0.326 | 0.000 | -0.024 | -0.011 | -0.004 | -0.002 | -0.021 | -0.020 | 0.547 | 0.550 | 0.553 | 0.114 | 0.086 | 0.082 | 0.071 | 0.062 | 0.086 | 0.014 | 0.000 | 0.000 | 0.043 | 0.019 | 0.058 | 0.028 | 0.020 | 0.011 | 0.000 | 0.007 | 0.000 | 0.000 | 0.008 | 0.000 | 0.065 | 0.000 | 0.025 | 0.000 | 0.075 | 0.079 | 0.021 | 0.038 | 0.000 | 0.032 | 0.013 | 0.061 | 0.016 | 0.635 | 0.636 | 0.640 | 0.984 | 0.987 | 1.000 | 0.062 | 0.095 | 0.064 | 0.167 | 0.165 | 0.153 | 0.070 | 0.078 | 0.482 | 0.480 | 0.474 | 0.499 | 0.497 | 0.481 | 0.033 | 0.049 | 0.016 | 0.021 | 0.046 | 0.004 | 0.151 | 0.149 | 0.147 | 0.120 | 0.117 | 0.105 | -0.029 | -0.029 | 0.033 | -0.121 | 0.182 | 0.203 | 0.198 | 0.044 | 0.084 | 0.042 | 0.078 | -0.014 | 0.029 | 0.484 | 0.198 | 0.008 | 0.337 | 0.335 | 0.338 | 0.342 | 0.341 | 0.345 |
| FONDKAPREMONT_MODE | 0.000 | 0.000 | 0.006 | 1.000 | 0.000 | 0.000 | 0.029 | 0.007 | 0.000 | 0.012 | 0.042 | 0.043 | 0.038 | 0.047 | 0.047 | 0.041 | 0.029 | 0.029 | 0.011 | 0.031 | 0.032 | 0.031 | 0.021 | 0.023 | 0.018 | 0.000 | 0.017 | 0.000 | 0.006 | 0.062 | 0.063 | 0.056 | 0.148 | 0.046 | 0.045 | 0.039 | 0.011 | 0.024 | 0.000 | 0.016 | 0.017 | 0.006 | 0.029 | 0.000 | 0.024 | 0.011 | 0.000 | 0.031 | 0.007 | 0.000 | 0.010 | 0.000 | 0.023 | 0.000 | 0.000 | 0.000 | 0.027 | 0.000 | 0.029 | 0.016 | 0.000 | 0.023 | 0.015 | 0.022 | 0.027 | 0.017 | 0.099 | 0.099 | 0.096 | 0.053 | 0.052 | 0.062 | 1.000 | 0.022 | 0.095 | 0.045 | 0.041 | 0.037 | 0.021 | 0.000 | 0.042 | 0.043 | 0.040 | 0.047 | 0.048 | 0.047 | 0.018 | 0.017 | 0.000 | 0.030 | 0.020 | 0.000 | 0.017 | 0.017 | 0.019 | 0.048 | 0.046 | 0.047 | 0.013 | 0.010 | 0.028 | 0.030 | 0.073 | 0.041 | 0.042 | 0.020 | 0.026 | 0.000 | 0.000 | 0.017 | 0.015 | 0.052 | 0.108 | 0.000 | 0.038 | 0.029 | 0.021 | 0.083 | 0.083 | 0.078 |
| HOUR_APPR_PROCESS_START | 0.059 | 0.058 | 0.065 | 0.109 | -0.004 | 0.018 | 0.034 | -0.000 | -0.008 | -0.039 | 0.077 | 0.077 | 0.073 | 0.031 | 0.031 | 0.022 | -0.001 | -0.011 | 0.014 | 0.019 | 0.018 | 0.011 | 0.094 | -0.054 | 0.034 | -0.007 | -0.009 | -0.011 | -0.012 | 0.112 | 0.110 | 0.108 | 0.040 | 0.017 | 0.017 | 0.013 | 0.023 | 0.161 | -0.035 | 0.010 | 0.000 | 0.010 | 0.008 | 0.027 | 0.034 | 0.000 | 0.026 | 0.000 | 0.020 | 0.000 | 0.000 | 0.005 | 0.018 | 0.013 | 0.000 | 0.027 | 0.071 | 0.024 | 0.044 | 0.018 | 0.022 | 0.101 | 0.022 | 0.130 | 0.069 | 0.066 | 0.106 | 0.104 | 0.103 | 0.100 | 0.099 | 0.095 | 0.022 | 1.000 | 0.007 | 0.001 | -0.001 | -0.003 | 0.030 | 0.059 | 0.067 | 0.066 | 0.059 | 0.085 | 0.084 | 0.077 | 0.048 | 0.051 | 0.023 | 0.026 | 0.046 | 0.021 | 0.029 | 0.029 | 0.023 | 0.039 | 0.038 | 0.033 | -0.018 | -0.018 | 0.027 | -0.136 | 0.126 | 0.226 | 0.207 | 0.019 | 0.024 | 0.053 | 0.071 | 0.000 | 0.032 | 0.076 | 0.044 | 0.034 | -0.007 | -0.007 | -0.007 | -0.016 | -0.016 | -0.018 |
| HOUSETYPE_MODE | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.004 | 0.000 | 0.000 | 0.060 | 0.060 | 0.057 | 0.032 | 0.032 | 0.031 | 0.000 | 0.000 | 0.007 | 0.000 | 0.000 | 0.000 | 0.023 | 0.020 | 0.007 | 0.000 | 0.022 | 0.005 | 0.010 | 0.047 | 0.047 | 0.045 | 0.049 | 0.104 | 0.103 | 0.097 | 0.007 | 0.024 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.004 | 0.016 | 0.001 | 0.000 | 0.000 | 0.000 | 0.021 | 0.022 | 0.000 | 0.004 | 0.016 | 0.000 | 0.012 | 0.000 | 0.015 | 0.020 | 0.002 | 0.033 | 0.019 | 0.011 | 0.108 | 0.109 | 0.115 | 0.061 | 0.062 | 0.064 | 0.095 | 0.007 | 1.000 | 0.025 | 0.026 | 0.025 | 0.008 | 0.004 | 0.038 | 0.036 | 0.042 | 0.044 | 0.042 | 0.040 | 0.000 | 0.019 | 0.005 | 0.016 | 0.013 | 0.012 | 0.000 | 0.000 | 0.000 | 0.018 | 0.021 | 0.022 | 0.000 | 0.000 | 0.023 | 0.000 | 0.037 | 0.032 | 0.021 | 0.023 | 0.024 | 0.000 | 0.000 | 0.015 | 0.006 | 0.037 | 0.113 | 0.008 | 0.000 | 0.000 | 0.000 | 0.120 | 0.121 | 0.116 |
| LANDAREA_AVG | -0.013 | -0.011 | -0.005 | -0.029 | -0.002 | 0.000 | 0.013 | -0.010 | 0.013 | -0.009 | 0.437 | 0.437 | 0.435 | 0.409 | 0.409 | 0.407 | -0.001 | 0.007 | 0.000 | 0.328 | 0.329 | 0.332 | 0.006 | -0.013 | -0.006 | -0.005 | -0.012 | 0.010 | 0.003 | 0.237 | 0.238 | 0.238 | 0.044 | 0.416 | 0.413 | 0.404 | -0.010 | -0.013 | 0.004 | 0.000 | 0.000 | 0.040 | 0.072 | 0.017 | 0.000 | 0.023 | 0.000 | 0.028 | 0.006 | 0.000 | 0.000 | 0.017 | 0.000 | 0.000 | 0.000 | 0.000 | 0.015 | 0.000 | 0.026 | 0.000 | 0.006 | 0.011 | 0.009 | 0.017 | 0.024 | 0.016 | 0.272 | 0.273 | 0.278 | 0.164 | 0.165 | 0.167 | 0.045 | 0.001 | 0.025 | 1.000 | 0.996 | 0.969 | 0.044 | 0.012 | 0.403 | 0.403 | 0.405 | 0.452 | 0.452 | 0.451 | 0.009 | 0.031 | 0.013 | 0.015 | 0.012 | 0.000 | 0.126 | 0.130 | 0.134 | 0.094 | 0.099 | 0.105 | 0.020 | 0.020 | 0.000 | -0.027 | -0.069 | 0.012 | 0.016 | 0.028 | 0.050 | 0.000 | 0.000 | -0.003 | 0.015 | 0.449 | 0.079 | 0.000 | 0.207 | 0.207 | 0.213 | 0.196 | 0.196 | 0.203 |
| LANDAREA_MEDI | -0.014 | -0.013 | -0.007 | -0.031 | -0.001 | 0.000 | 0.012 | -0.010 | 0.014 | -0.008 | 0.434 | 0.436 | 0.436 | 0.406 | 0.407 | 0.408 | -0.002 | 0.007 | 0.009 | 0.326 | 0.327 | 0.333 | 0.005 | -0.013 | -0.006 | -0.004 | -0.013 | 0.010 | 0.003 | 0.232 | 0.235 | 0.235 | 0.044 | 0.415 | 0.414 | 0.406 | -0.011 | -0.014 | 0.004 | 0.000 | 0.000 | 0.037 | 0.071 | 0.016 | 0.000 | 0.021 | 0.000 | 0.028 | 0.000 | 0.000 | 0.000 | 0.034 | 0.000 | 0.000 | 0.000 | 0.000 | 0.013 | 0.000 | 0.023 | 0.000 | 0.016 | 0.010 | 0.010 | 0.007 | 0.024 | 0.028 | 0.268 | 0.270 | 0.274 | 0.161 | 0.163 | 0.165 | 0.041 | -0.001 | 0.026 | 0.996 | 1.000 | 0.972 | 0.042 | 0.011 | 0.399 | 0.400 | 0.404 | 0.448 | 0.450 | 0.452 | 0.000 | 0.028 | 0.013 | 0.013 | 0.011 | 0.000 | 0.123 | 0.129 | 0.135 | 0.090 | 0.098 | 0.107 | 0.020 | 0.021 | 0.000 | -0.026 | -0.072 | 0.007 | 0.008 | 0.030 | 0.049 | 0.000 | 0.000 | -0.004 | 0.016 | 0.446 | 0.080 | 0.000 | 0.205 | 0.205 | 0.212 | 0.194 | 0.194 | 0.201 |
| LANDAREA_MODE | -0.022 | -0.019 | -0.014 | -0.039 | -0.003 | 0.000 | 0.012 | -0.008 | 0.014 | -0.009 | 0.407 | 0.412 | 0.438 | 0.386 | 0.389 | 0.420 | 0.001 | 0.010 | 0.010 | 0.304 | 0.308 | 0.338 | 0.007 | -0.012 | -0.008 | -0.002 | -0.013 | 0.008 | 0.001 | 0.199 | 0.206 | 0.223 | 0.043 | 0.403 | 0.404 | 0.423 | -0.013 | -0.020 | 0.003 | 0.000 | 0.000 | 0.037 | 0.070 | 0.013 | 0.000 | 0.021 | 0.000 | 0.028 | 0.000 | 0.000 | 0.000 | 0.035 | 0.000 | 0.000 | 0.000 | 0.000 | 0.009 | 0.000 | 0.022 | 0.000 | 0.013 | 0.008 | 0.013 | 0.000 | 0.026 | 0.022 | 0.239 | 0.243 | 0.258 | 0.138 | 0.141 | 0.153 | 0.037 | -0.003 | 0.025 | 0.969 | 0.972 | 1.000 | 0.042 | 0.000 | 0.368 | 0.370 | 0.398 | 0.419 | 0.424 | 0.455 | 0.000 | 0.028 | 0.011 | 0.014 | 0.010 | 0.000 | 0.102 | 0.116 | 0.143 | 0.065 | 0.083 | 0.124 | 0.020 | 0.021 | 0.000 | -0.018 | -0.078 | 0.018 | 0.016 | 0.028 | 0.048 | 0.000 | 0.000 | -0.003 | 0.019 | 0.423 | 0.080 | 0.000 | 0.185 | 0.186 | 0.206 | 0.172 | 0.172 | 0.190 |
| LIVE_CITY_NOT_WORK_CITY | 0.020 | 0.017 | 0.013 | 0.000 | 0.007 | 0.000 | 0.013 | 0.016 | 0.008 | 0.001 | 0.083 | 0.083 | 0.078 | 0.047 | 0.047 | 0.044 | 0.059 | 0.074 | 0.130 | 0.025 | 0.025 | 0.019 | 0.186 | 0.220 | 0.066 | 0.018 | 0.079 | 0.000 | 0.000 | 0.077 | 0.075 | 0.069 | 0.009 | 0.034 | 0.035 | 0.034 | 0.114 | 0.069 | 0.050 | 0.000 | 0.000 | 0.007 | 0.000 | 0.000 | 0.000 | 0.000 | 0.003 | 0.000 | 0.006 | 0.000 | 0.000 | 0.000 | 0.000 | 0.052 | 0.000 | 0.014 | 0.131 | 0.000 | 0.043 | 0.007 | 0.003 | 0.220 | 0.083 | 0.044 | 0.021 | 0.108 | 0.116 | 0.115 | 0.113 | 0.069 | 0.070 | 0.070 | 0.021 | 0.030 | 0.008 | 0.044 | 0.042 | 0.042 | 1.000 | 0.237 | 0.060 | 0.060 | 0.055 | 0.075 | 0.074 | 0.069 | 0.000 | 0.031 | 0.068 | 0.038 | 0.223 | 0.017 | 0.000 | 0.000 | 0.006 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.126 | 0.052 | 0.091 | 0.026 | 0.017 | 0.030 | 0.828 | 0.013 | 0.197 | 0.002 | 0.029 | 0.071 | 0.044 | 0.002 | 0.022 | 0.016 | 0.011 | 0.007 | 0.006 | 0.015 |
| LIVE_REGION_NOT_WORK_REGION | 0.067 | 0.049 | 0.049 | 0.000 | 0.000 | 0.000 | 0.014 | 0.014 | 0.000 | 0.002 | 0.013 | 0.006 | 0.010 | 0.008 | 0.010 | 0.011 | 0.002 | 0.014 | 0.108 | 0.041 | 0.041 | 0.036 | 0.087 | 0.096 | 0.029 | 0.021 | 0.031 | 0.020 | 0.013 | 0.028 | 0.028 | 0.025 | 0.000 | 0.000 | 0.000 | 0.003 | 0.019 | 0.056 | 0.022 | 0.000 | 0.000 | 0.006 | 0.000 | 0.024 | 0.023 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.003 | 0.000 | 0.013 | 0.000 | 0.015 | 0.057 | 0.011 | 0.066 | 0.017 | 0.035 | 0.096 | 0.050 | 0.016 | 0.007 | 0.041 | 0.063 | 0.064 | 0.065 | 0.078 | 0.078 | 0.078 | 0.000 | 0.059 | 0.004 | 0.012 | 0.011 | 0.000 | 0.237 | 1.000 | 0.008 | 0.000 | 0.014 | 0.018 | 0.019 | 0.015 | 0.000 | 0.033 | 0.035 | 0.016 | 0.107 | 0.000 | 0.035 | 0.035 | 0.040 | 0.025 | 0.022 | 0.029 | 0.021 | 0.021 | 0.096 | 0.047 | 0.223 | 0.185 | 0.176 | 0.022 | 0.187 | 0.092 | 0.859 | 0.013 | 0.002 | 0.022 | 0.044 | 0.010 | 0.000 | 0.004 | 0.005 | 0.046 | 0.046 | 0.041 |
| LIVINGAPARTMENTS_AVG | 0.067 | 0.051 | 0.057 | 0.110 | 0.012 | 0.000 | 0.028 | -0.015 | 0.016 | -0.030 | 0.976 | 0.971 | 0.933 | 0.689 | 0.683 | 0.641 | -0.017 | -0.009 | 0.017 | 0.579 | 0.576 | 0.553 | 0.008 | -0.017 | -0.005 | 0.007 | 0.018 | -0.017 | -0.024 | 0.686 | 0.683 | 0.669 | 0.051 | 0.538 | 0.531 | 0.482 | 0.043 | 0.077 | 0.009 | 0.000 | 0.000 | 0.029 | 0.045 | 0.048 | 0.000 | 0.000 | 0.007 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.044 | 0.000 | 0.029 | 0.010 | 0.000 | 0.065 | 0.023 | 0.025 | 0.027 | 0.025 | 0.000 | 0.048 | 0.031 | 0.726 | 0.724 | 0.719 | 0.495 | 0.493 | 0.482 | 0.042 | 0.067 | 0.038 | 0.403 | 0.399 | 0.368 | 0.060 | 0.008 | 1.000 | 0.997 | 0.970 | 0.896 | 0.892 | 0.855 | 0.019 | 0.032 | 0.000 | 0.000 | 0.032 | 0.000 | 0.245 | 0.245 | 0.227 | 0.211 | 0.208 | 0.186 | -0.027 | -0.026 | 0.023 | -0.069 | 0.136 | 0.134 | 0.139 | 0.029 | 0.069 | 0.022 | 0.000 | 0.013 | 0.021 | 0.878 | 0.125 | 0.000 | 0.421 | 0.419 | 0.420 | 0.418 | 0.417 | 0.418 |
| LIVINGAPARTMENTS_MEDI | 0.065 | 0.050 | 0.056 | 0.108 | 0.012 | 0.000 | 0.028 | -0.016 | 0.016 | -0.029 | 0.972 | 0.973 | 0.936 | 0.688 | 0.685 | 0.645 | -0.018 | -0.009 | 0.016 | 0.576 | 0.576 | 0.555 | 0.008 | -0.018 | -0.004 | 0.007 | 0.019 | -0.018 | -0.025 | 0.680 | 0.681 | 0.667 | 0.051 | 0.538 | 0.535 | 0.487 | 0.044 | 0.075 | 0.010 | 0.000 | 0.000 | 0.032 | 0.043 | 0.050 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.045 | 0.000 | 0.024 | 0.011 | 0.000 | 0.063 | 0.024 | 0.024 | 0.026 | 0.017 | 0.000 | 0.049 | 0.030 | 0.721 | 0.722 | 0.718 | 0.492 | 0.491 | 0.480 | 0.043 | 0.066 | 0.036 | 0.403 | 0.400 | 0.370 | 0.060 | 0.000 | 0.997 | 1.000 | 0.973 | 0.893 | 0.893 | 0.858 | 0.028 | 0.032 | 0.000 | 0.000 | 0.031 | 0.000 | 0.241 | 0.245 | 0.229 | 0.207 | 0.209 | 0.190 | -0.027 | -0.026 | 0.024 | -0.068 | 0.131 | 0.129 | 0.134 | 0.030 | 0.068 | 0.012 | 0.000 | 0.013 | 0.020 | 0.874 | 0.129 | 0.000 | 0.421 | 0.418 | 0.420 | 0.418 | 0.416 | 0.418 |
| LIVINGAPARTMENTS_MODE | 0.057 | 0.042 | 0.048 | 0.095 | 0.012 | 0.000 | 0.026 | -0.013 | 0.014 | -0.030 | 0.947 | 0.949 | 0.957 | 0.674 | 0.673 | 0.670 | -0.014 | -0.005 | 0.027 | 0.560 | 0.562 | 0.568 | 0.010 | -0.020 | -0.005 | 0.010 | 0.016 | -0.017 | -0.025 | 0.639 | 0.645 | 0.654 | 0.050 | 0.535 | 0.533 | 0.521 | 0.036 | 0.064 | 0.008 | 0.000 | 0.000 | 0.039 | 0.041 | 0.065 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.043 | 0.000 | 0.045 | 0.019 | 0.000 | 0.066 | 0.022 | 0.019 | 0.026 | 0.029 | 0.000 | 0.033 | 0.028 | 0.691 | 0.694 | 0.703 | 0.472 | 0.472 | 0.474 | 0.040 | 0.059 | 0.042 | 0.405 | 0.404 | 0.398 | 0.055 | 0.014 | 0.970 | 0.973 | 1.000 | 0.866 | 0.869 | 0.873 | 0.023 | 0.032 | 0.000 | 0.005 | 0.026 | 0.000 | 0.221 | 0.231 | 0.242 | 0.184 | 0.194 | 0.207 | -0.020 | -0.020 | 0.014 | -0.055 | 0.116 | 0.111 | 0.118 | 0.034 | 0.065 | 0.011 | 0.000 | 0.014 | 0.009 | 0.854 | 0.130 | 0.000 | 0.402 | 0.400 | 0.413 | 0.399 | 0.398 | 0.413 |
| LIVINGAREA_AVG | 0.081 | 0.064 | 0.071 | 0.136 | -0.000 | 0.030 | 0.026 | -0.013 | 0.015 | -0.020 | 0.907 | 0.903 | 0.873 | 0.717 | 0.710 | 0.671 | -0.017 | -0.003 | 0.021 | 0.578 | 0.576 | 0.552 | -0.003 | -0.022 | -0.011 | -0.008 | -0.007 | -0.022 | -0.029 | 0.724 | 0.721 | 0.707 | 0.081 | 0.615 | 0.608 | 0.566 | 0.071 | 0.106 | 0.009 | 0.018 | 0.000 | 0.036 | 0.077 | 0.046 | 0.022 | 0.032 | 0.018 | 0.057 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.050 | 0.000 | 0.011 | 0.000 | 0.000 | 0.060 | 0.030 | 0.035 | 0.020 | 0.031 | 0.000 | 0.070 | 0.014 | 0.783 | 0.782 | 0.777 | 0.514 | 0.512 | 0.499 | 0.047 | 0.085 | 0.044 | 0.452 | 0.448 | 0.419 | 0.075 | 0.018 | 0.896 | 0.893 | 0.866 | 1.000 | 0.996 | 0.966 | 0.021 | 0.046 | 0.011 | 0.006 | 0.025 | 0.010 | 0.252 | 0.251 | 0.232 | 0.214 | 0.209 | 0.185 | -0.022 | -0.022 | 0.023 | -0.101 | 0.162 | 0.138 | 0.142 | 0.051 | 0.090 | 0.020 | 0.005 | 0.008 | 0.028 | 0.940 | 0.154 | 0.000 | 0.494 | 0.492 | 0.492 | 0.475 | 0.474 | 0.473 |
| LIVINGAREA_MEDI | 0.079 | 0.062 | 0.069 | 0.133 | -0.000 | 0.030 | 0.025 | -0.013 | 0.016 | -0.020 | 0.903 | 0.906 | 0.878 | 0.713 | 0.711 | 0.676 | -0.017 | -0.003 | 0.020 | 0.574 | 0.574 | 0.554 | -0.003 | -0.022 | -0.011 | -0.007 | -0.006 | -0.023 | -0.029 | 0.715 | 0.717 | 0.705 | 0.081 | 0.614 | 0.613 | 0.573 | 0.071 | 0.104 | 0.009 | 0.014 | 0.000 | 0.033 | 0.075 | 0.044 | 0.021 | 0.030 | 0.019 | 0.053 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.047 | 0.000 | 0.008 | 0.000 | 0.000 | 0.059 | 0.028 | 0.033 | 0.015 | 0.034 | 0.008 | 0.066 | 0.010 | 0.778 | 0.781 | 0.776 | 0.510 | 0.510 | 0.497 | 0.048 | 0.084 | 0.042 | 0.452 | 0.450 | 0.424 | 0.074 | 0.019 | 0.892 | 0.893 | 0.869 | 0.996 | 1.000 | 0.971 | 0.021 | 0.045 | 0.013 | 0.007 | 0.024 | 0.010 | 0.247 | 0.250 | 0.233 | 0.208 | 0.208 | 0.188 | -0.021 | -0.021 | 0.023 | -0.100 | 0.159 | 0.136 | 0.139 | 0.052 | 0.089 | 0.019 | 0.008 | 0.008 | 0.029 | 0.935 | 0.152 | 0.000 | 0.493 | 0.491 | 0.491 | 0.472 | 0.471 | 0.471 |
| LIVINGAREA_MODE | 0.070 | 0.054 | 0.060 | 0.118 | -0.002 | 0.029 | 0.023 | -0.011 | 0.014 | -0.019 | 0.877 | 0.881 | 0.895 | 0.694 | 0.695 | 0.700 | -0.016 | -0.001 | 0.021 | 0.552 | 0.555 | 0.563 | -0.003 | -0.021 | -0.012 | -0.005 | -0.008 | -0.021 | -0.028 | 0.666 | 0.673 | 0.687 | 0.079 | 0.608 | 0.608 | 0.604 | 0.066 | 0.093 | 0.007 | 0.013 | 0.000 | 0.035 | 0.077 | 0.040 | 0.018 | 0.029 | 0.022 | 0.051 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.044 | 0.000 | 0.016 | 0.000 | 0.000 | 0.055 | 0.026 | 0.032 | 0.015 | 0.036 | 0.014 | 0.059 | 0.013 | 0.746 | 0.749 | 0.761 | 0.481 | 0.481 | 0.481 | 0.047 | 0.077 | 0.040 | 0.451 | 0.452 | 0.455 | 0.069 | 0.015 | 0.855 | 0.858 | 0.873 | 0.966 | 0.971 | 1.000 | 0.018 | 0.044 | 0.010 | 0.003 | 0.023 | 0.012 | 0.222 | 0.235 | 0.243 | 0.182 | 0.193 | 0.209 | -0.018 | -0.018 | 0.025 | -0.093 | 0.145 | 0.116 | 0.122 | 0.048 | 0.083 | 0.011 | 0.000 | 0.010 | 0.026 | 0.916 | 0.148 | 0.000 | 0.474 | 0.472 | 0.490 | 0.444 | 0.443 | 0.458 |
| NAME_CONTRACT_TYPE | 0.240 | 0.268 | 0.248 | 0.000 | 0.000 | 0.000 | 0.000 | 0.030 | 0.020 | 0.048 | 0.023 | 0.020 | 0.015 | 0.007 | 0.009 | 0.000 | 0.014 | 0.035 | 0.015 | 0.000 | 0.000 | 0.000 | 0.125 | 0.052 | 0.063 | 0.070 | 0.024 | 0.013 | 0.007 | 0.026 | 0.027 | 0.023 | 0.004 | 0.000 | 0.000 | 0.000 | 0.014 | 0.021 | 0.008 | 0.095 | 0.019 | 0.025 | 0.000 | 0.002 | 0.002 | 0.008 | 0.022 | 0.000 | 0.008 | 0.006 | 0.000 | 0.005 | 0.055 | 0.475 | 0.004 | 0.033 | 0.096 | 0.031 | 0.082 | 0.007 | 0.000 | 0.052 | 0.000 | 0.067 | 0.015 | 0.035 | 0.043 | 0.041 | 0.040 | 0.036 | 0.034 | 0.033 | 0.018 | 0.048 | 0.000 | 0.009 | 0.000 | 0.000 | 0.000 | 0.000 | 0.019 | 0.028 | 0.023 | 0.021 | 0.021 | 0.018 | 1.000 | 0.072 | 0.055 | 0.033 | 0.061 | 0.011 | 0.000 | 0.000 | 0.000 | 0.017 | 0.016 | 0.015 | 0.023 | 0.023 | 0.056 | 0.067 | 0.027 | 0.025 | 0.025 | 0.016 | 0.009 | 0.016 | 0.011 | 0.003 | 0.027 | 0.024 | 0.024 | 0.014 | 0.000 | 0.000 | 0.000 | 0.017 | 0.022 | 0.015 |
| NAME_EDUCATION_TYPE | 0.068 | 0.068 | 0.072 | 0.000 | 0.000 | 0.014 | 0.009 | 0.008 | 0.000 | 0.029 | 0.039 | 0.040 | 0.037 | 0.024 | 0.024 | 0.026 | 0.005 | 0.021 | 0.019 | 0.028 | 0.029 | 0.029 | 0.119 | 0.142 | 0.044 | 0.021 | 0.051 | 0.017 | 0.017 | 0.053 | 0.053 | 0.052 | 0.030 | 0.017 | 0.018 | 0.015 | 0.073 | 0.063 | 0.030 | 0.017 | 0.000 | 0.037 | 0.000 | 0.031 | 0.046 | 0.030 | 0.029 | 0.000 | 0.036 | 0.000 | 0.007 | 0.008 | 0.004 | 0.054 | 0.016 | 0.000 | 0.095 | 0.006 | 0.079 | 0.023 | 0.090 | 0.142 | 0.095 | 0.028 | 0.026 | 0.009 | 0.072 | 0.072 | 0.072 | 0.050 | 0.050 | 0.049 | 0.017 | 0.051 | 0.019 | 0.031 | 0.028 | 0.028 | 0.031 | 0.033 | 0.032 | 0.032 | 0.032 | 0.046 | 0.045 | 0.044 | 0.072 | 1.000 | 0.055 | 0.039 | 0.102 | 0.023 | 0.000 | 0.000 | 0.000 | 0.032 | 0.031 | 0.029 | 0.019 | 0.019 | 0.219 | 0.099 | 0.050 | 0.071 | 0.070 | 0.032 | 0.030 | 0.047 | 0.048 | 0.000 | 0.059 | 0.047 | 0.032 | 0.006 | 0.000 | 0.000 | 0.000 | 0.045 | 0.044 | 0.045 |
| NAME_FAMILY_STATUS | 0.062 | 0.068 | 0.078 | 0.000 | 0.000 | 0.000 | 0.000 | 0.011 | 0.000 | 0.015 | 0.007 | 0.003 | 0.003 | 0.010 | 0.011 | 0.008 | 0.067 | 0.162 | 0.119 | 0.000 | 0.000 | 0.000 | 0.184 | 0.265 | 0.058 | 0.032 | 0.062 | 0.000 | 0.000 | 0.011 | 0.013 | 0.013 | 0.013 | 0.000 | 0.000 | 0.000 | 0.107 | 0.020 | 0.026 | 0.005 | 0.000 | 0.034 | 0.000 | 0.010 | 0.016 | 0.006 | 0.006 | 0.001 | 0.023 | 0.000 | 0.000 | 0.009 | 0.013 | 0.059 | 0.000 | 0.011 | 0.179 | 0.408 | 0.065 | 0.017 | 0.033 | 0.265 | 0.166 | 0.050 | 0.025 | 0.078 | 0.020 | 0.020 | 0.019 | 0.016 | 0.016 | 0.016 | 0.000 | 0.023 | 0.005 | 0.013 | 0.013 | 0.011 | 0.068 | 0.035 | 0.000 | 0.000 | 0.000 | 0.011 | 0.013 | 0.010 | 0.055 | 0.055 | 1.000 | 0.066 | 0.120 | 0.068 | 0.000 | 0.000 | 0.000 | 0.000 | 0.001 | 0.003 | 0.012 | 0.012 | 0.054 | 0.053 | 0.018 | 0.019 | 0.020 | 0.077 | 0.090 | 0.040 | 0.046 | 0.000 | 0.039 | 0.010 | 0.007 | 0.002 | 0.000 | 0.000 | 0.000 | 0.025 | 0.024 | 0.025 |
| NAME_HOUSING_TYPE | 0.014 | 0.026 | 0.026 | 0.000 | 0.000 | 0.018 | 0.008 | 0.005 | 0.000 | 0.000 | 0.008 | 0.009 | 0.008 | 0.000 | 0.000 | 0.000 | 0.009 | 0.007 | 0.051 | 0.000 | 0.000 | 0.000 | 0.124 | 0.110 | 0.045 | 0.024 | 0.046 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.031 | 0.017 | 0.017 | 0.017 | 0.080 | 0.025 | 0.032 | 0.006 | 0.000 | 0.027 | 0.000 | 0.000 | 0.012 | 0.002 | 0.028 | 0.000 | 0.030 | 0.000 | 0.000 | 0.003 | 0.015 | 0.000 | 0.000 | 0.008 | 0.072 | 0.000 | 0.030 | 0.006 | 0.021 | 0.110 | 0.044 | 0.230 | 0.031 | 0.025 | 0.023 | 0.024 | 0.025 | 0.021 | 0.021 | 0.021 | 0.030 | 0.026 | 0.016 | 0.015 | 0.013 | 0.014 | 0.038 | 0.016 | 0.000 | 0.000 | 0.005 | 0.006 | 0.007 | 0.003 | 0.033 | 0.039 | 0.066 | 1.000 | 0.055 | 0.021 | 0.000 | 0.000 | 0.000 | 0.010 | 0.007 | 0.009 | 0.000 | 0.000 | 0.030 | 0.050 | 0.059 | 0.091 | 0.090 | 0.186 | 0.128 | 0.094 | 0.057 | 0.003 | 0.043 | 0.006 | 0.031 | 0.009 | 0.000 | 0.000 | 0.000 | 0.023 | 0.023 | 0.024 |
| NAME_INCOME_TYPE | 0.058 | 0.044 | 0.042 | 0.000 | 0.000 | 0.000 | 0.019 | 0.007 | 0.000 | 0.024 | 0.022 | 0.023 | 0.019 | 0.000 | 0.000 | 0.000 | 0.055 | 0.095 | 0.119 | 0.008 | 0.006 | 0.000 | 0.285 | 1.000 | 0.118 | 0.018 | 0.098 | 0.005 | 0.006 | 0.035 | 0.035 | 0.035 | 0.024 | 0.004 | 0.004 | 0.004 | 0.146 | 0.040 | 0.058 | 0.074 | 0.000 | 0.061 | 0.011 | 0.043 | 0.070 | 0.014 | 0.045 | 0.000 | 0.050 | 0.007 | 0.000 | 0.005 | 0.000 | 0.258 | 0.000 | 0.013 | 0.592 | 0.235 | 0.136 | 0.037 | 0.084 | 1.000 | 0.154 | 0.072 | 0.018 | 0.244 | 0.048 | 0.049 | 0.049 | 0.048 | 0.048 | 0.046 | 0.020 | 0.046 | 0.013 | 0.012 | 0.011 | 0.010 | 0.223 | 0.107 | 0.032 | 0.031 | 0.026 | 0.025 | 0.024 | 0.023 | 0.061 | 0.102 | 0.120 | 0.055 | 1.000 | 0.024 | 0.000 | 0.000 | 0.000 | 0.011 | 0.007 | 0.003 | 0.000 | 0.000 | 0.158 | 0.034 | 0.088 | 0.136 | 0.129 | 0.095 | 0.258 | 0.066 | 0.125 | 0.006 | 0.066 | 0.023 | 0.024 | 0.014 | 0.000 | 0.000 | 0.000 | 0.017 | 0.018 | 0.021 |
| NAME_TYPE_SUITE | 0.012 | 0.012 | 0.010 | 0.000 | 0.000 | 0.000 | 0.025 | 0.000 | 0.000 | 0.002 | 0.019 | 0.018 | 0.017 | 0.016 | 0.012 | 0.013 | 0.013 | 0.021 | 0.044 | 0.000 | 0.000 | 0.000 | 0.028 | 0.053 | 0.012 | 0.011 | 0.017 | 0.002 | 0.000 | 0.010 | 0.009 | 0.006 | 0.000 | 0.003 | 0.004 | 0.000 | 0.014 | 0.009 | 0.019 | 0.000 | 0.000 | 0.026 | 0.000 | 0.010 | 0.006 | 0.005 | 0.002 | 0.000 | 0.009 | 0.005 | 0.000 | 0.012 | 0.000 | 0.027 | 0.034 | 0.005 | 0.039 | 0.000 | 0.019 | 0.000 | 0.009 | 0.053 | 0.042 | 0.060 | 0.016 | 0.025 | 0.014 | 0.014 | 0.012 | 0.004 | 0.005 | 0.004 | 0.000 | 0.021 | 0.012 | 0.000 | 0.000 | 0.000 | 0.017 | 0.000 | 0.000 | 0.000 | 0.000 | 0.010 | 0.010 | 0.012 | 0.011 | 0.023 | 0.068 | 0.021 | 0.024 | 1.000 | 0.037 | 0.037 | 0.000 | 0.000 | 0.000 | 0.000 | 0.018 | 0.018 | 0.025 | 0.017 | 0.021 | 0.024 | 0.023 | 0.031 | 0.025 | 0.025 | 0.015 | 0.008 | 0.016 | 0.007 | 0.000 | 0.014 | 0.000 | 0.000 | 0.000 | 0.000 | 0.005 | 0.011 |
| NONLIVINGAPARTMENTS_AVG | 0.026 | 0.015 | 0.018 | 0.042 | 0.014 | 0.000 | 0.004 | -0.017 | 0.016 | -0.017 | 0.269 | 0.265 | 0.240 | 0.184 | 0.179 | 0.151 | 0.001 | -0.003 | 0.017 | 0.247 | 0.243 | 0.222 | 0.018 | -0.012 | 0.006 | -0.006 | 0.041 | 0.002 | -0.001 | 0.216 | 0.209 | 0.194 | 0.000 | 0.130 | 0.125 | 0.098 | 0.034 | 0.030 | -0.014 | 0.000 | 0.000 | 0.055 | 0.000 | 0.012 | 0.000 | 0.000 | 0.022 | 0.000 | 0.054 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.029 | 0.000 | 0.000 | 0.017 | 0.000 | 0.000 | 0.006 | 0.000 | 0.022 | 0.016 | 0.020 | 0.249 | 0.246 | 0.234 | 0.167 | 0.164 | 0.151 | 0.017 | 0.029 | 0.000 | 0.126 | 0.123 | 0.102 | 0.000 | 0.035 | 0.245 | 0.241 | 0.221 | 0.252 | 0.247 | 0.222 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.037 | 1.000 | 0.983 | 0.935 | 0.692 | 0.685 | 0.650 | -0.012 | -0.012 | 0.000 | -0.026 | 0.069 | 0.031 | 0.034 | 0.046 | 0.000 | 0.033 | 0.018 | 0.011 | 0.000 | 0.281 | 0.060 | 0.008 | 0.080 | 0.079 | 0.067 | 0.082 | 0.081 | 0.072 |
| NONLIVINGAPARTMENTS_MEDI | 0.024 | 0.013 | 0.015 | 0.040 | 0.012 | 0.000 | 0.002 | -0.015 | 0.015 | -0.014 | 0.269 | 0.269 | 0.250 | 0.185 | 0.184 | 0.165 | 0.003 | -0.002 | 0.017 | 0.246 | 0.247 | 0.235 | 0.020 | -0.013 | 0.007 | -0.008 | 0.043 | -0.001 | -0.004 | 0.209 | 0.210 | 0.197 | 0.000 | 0.133 | 0.132 | 0.108 | 0.032 | 0.028 | -0.017 | 0.000 | 0.000 | 0.055 | 0.000 | 0.013 | 0.000 | 0.000 | 0.022 | 0.000 | 0.054 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.028 | 0.000 | 0.000 | 0.017 | 0.000 | 0.000 | 0.003 | 0.000 | 0.022 | 0.016 | 0.019 | 0.242 | 0.242 | 0.232 | 0.162 | 0.162 | 0.149 | 0.017 | 0.029 | 0.000 | 0.130 | 0.129 | 0.116 | 0.000 | 0.035 | 0.245 | 0.245 | 0.231 | 0.251 | 0.250 | 0.235 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.037 | 0.983 | 1.000 | 0.953 | 0.680 | 0.696 | 0.667 | -0.012 | -0.012 | 0.000 | -0.028 | 0.066 | 0.028 | 0.031 | 0.046 | 0.000 | 0.034 | 0.019 | 0.011 | 0.000 | 0.285 | 0.056 | 0.007 | 0.080 | 0.078 | 0.071 | 0.081 | 0.080 | 0.076 |
| NONLIVINGAPARTMENTS_MODE | 0.017 | 0.008 | 0.009 | 0.028 | 0.010 | 0.013 | 0.001 | -0.015 | 0.017 | -0.014 | 0.252 | 0.254 | 0.261 | 0.176 | 0.177 | 0.187 | 0.005 | -0.000 | 0.018 | 0.231 | 0.234 | 0.248 | 0.019 | -0.016 | 0.002 | -0.010 | 0.041 | 0.000 | -0.003 | 0.183 | 0.188 | 0.191 | 0.000 | 0.133 | 0.132 | 0.137 | 0.029 | 0.024 | -0.021 | 0.000 | 0.000 | 0.055 | 0.000 | 0.014 | 0.000 | 0.000 | 0.022 | 0.000 | 0.054 | 0.000 | 0.000 | 0.000 | 0.000 | 0.007 | 0.000 | 0.024 | 0.000 | 0.000 | 0.020 | 0.000 | 0.000 | 0.000 | 0.000 | 0.021 | 0.020 | 0.019 | 0.216 | 0.218 | 0.220 | 0.144 | 0.145 | 0.147 | 0.019 | 0.023 | 0.000 | 0.134 | 0.135 | 0.143 | 0.006 | 0.040 | 0.227 | 0.229 | 0.242 | 0.232 | 0.233 | 0.243 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.935 | 0.953 | 1.000 | 0.643 | 0.664 | 0.704 | -0.008 | -0.009 | 0.000 | -0.016 | 0.047 | 0.027 | 0.030 | 0.059 | 0.000 | 0.044 | 0.019 | 0.014 | 0.008 | 0.271 | 0.054 | 0.000 | 0.065 | 0.065 | 0.069 | 0.067 | 0.067 | 0.075 |
| NONLIVINGAREA_AVG | 0.044 | 0.029 | 0.032 | 0.071 | 0.003 | 0.008 | 0.017 | -0.011 | 0.006 | -0.009 | 0.234 | 0.228 | 0.203 | 0.174 | 0.168 | 0.138 | 0.001 | -0.005 | 0.015 | 0.176 | 0.172 | 0.146 | 0.016 | -0.008 | 0.010 | -0.007 | 0.038 | -0.012 | -0.013 | 0.222 | 0.215 | 0.198 | 0.014 | 0.119 | 0.115 | 0.087 | 0.039 | 0.057 | -0.003 | 0.016 | 0.000 | 0.029 | 0.138 | 0.010 | 0.009 | 0.000 | 0.000 | 0.000 | 0.012 | 0.000 | 0.000 | 0.000 | 0.002 | 0.010 | 0.000 | 0.014 | 0.012 | 0.000 | 0.020 | 0.022 | 0.029 | 0.034 | 0.019 | 0.011 | 0.001 | 0.000 | 0.247 | 0.244 | 0.232 | 0.138 | 0.134 | 0.120 | 0.048 | 0.039 | 0.018 | 0.094 | 0.090 | 0.065 | 0.000 | 0.025 | 0.211 | 0.207 | 0.184 | 0.214 | 0.208 | 0.182 | 0.017 | 0.032 | 0.000 | 0.010 | 0.011 | 0.000 | 0.692 | 0.680 | 0.643 | 1.000 | 0.982 | 0.921 | -0.022 | -0.022 | 0.018 | -0.039 | 0.064 | 0.048 | 0.049 | 0.019 | 0.005 | 0.021 | 0.022 | 0.008 | 0.017 | 0.273 | 0.068 | 0.000 | 0.103 | 0.101 | 0.088 | 0.098 | 0.097 | 0.087 |
| NONLIVINGAREA_MEDI | 0.040 | 0.026 | 0.029 | 0.066 | 0.003 | 0.004 | 0.014 | -0.009 | 0.007 | -0.007 | 0.229 | 0.230 | 0.211 | 0.172 | 0.171 | 0.152 | 0.002 | -0.004 | 0.014 | 0.175 | 0.176 | 0.162 | 0.016 | -0.010 | 0.010 | -0.006 | 0.040 | -0.011 | -0.013 | 0.211 | 0.213 | 0.200 | 0.014 | 0.121 | 0.121 | 0.097 | 0.040 | 0.053 | -0.004 | 0.015 | 0.000 | 0.026 | 0.133 | 0.000 | 0.006 | 0.000 | 0.011 | 0.000 | 0.021 | 0.000 | 0.027 | 0.000 | 0.000 | 0.014 | 0.000 | 0.023 | 0.011 | 0.000 | 0.021 | 0.030 | 0.033 | 0.028 | 0.017 | 0.012 | 0.000 | 0.000 | 0.235 | 0.236 | 0.226 | 0.129 | 0.128 | 0.117 | 0.046 | 0.038 | 0.021 | 0.099 | 0.098 | 0.083 | 0.000 | 0.022 | 0.208 | 0.209 | 0.194 | 0.209 | 0.208 | 0.193 | 0.016 | 0.031 | 0.001 | 0.007 | 0.007 | 0.000 | 0.685 | 0.696 | 0.664 | 0.982 | 1.000 | 0.942 | -0.018 | -0.018 | 0.014 | -0.043 | 0.057 | 0.045 | 0.048 | 0.021 | 0.006 | 0.023 | 0.020 | 0.009 | 0.021 | 0.270 | 0.066 | 0.007 | 0.100 | 0.099 | 0.091 | 0.094 | 0.094 | 0.090 |
| NONLIVINGAREA_MODE | 0.031 | 0.019 | 0.021 | 0.049 | 0.000 | 0.000 | 0.008 | -0.008 | 0.004 | -0.007 | 0.208 | 0.213 | 0.226 | 0.161 | 0.164 | 0.182 | 0.004 | -0.003 | 0.002 | 0.160 | 0.164 | 0.181 | 0.015 | -0.010 | 0.007 | -0.006 | 0.040 | -0.007 | -0.011 | 0.175 | 0.183 | 0.193 | 0.014 | 0.121 | 0.123 | 0.134 | 0.036 | 0.041 | -0.011 | 0.017 | 0.000 | 0.028 | 0.136 | 0.004 | 0.009 | 0.000 | 0.000 | 0.000 | 0.014 | 0.000 | 0.027 | 0.000 | 0.000 | 0.014 | 0.000 | 0.010 | 0.000 | 0.000 | 0.024 | 0.024 | 0.028 | 0.021 | 0.023 | 0.007 | 0.000 | 0.000 | 0.198 | 0.201 | 0.209 | 0.098 | 0.100 | 0.105 | 0.047 | 0.033 | 0.022 | 0.105 | 0.107 | 0.124 | 0.000 | 0.029 | 0.186 | 0.190 | 0.207 | 0.185 | 0.188 | 0.209 | 0.015 | 0.029 | 0.003 | 0.009 | 0.003 | 0.000 | 0.650 | 0.667 | 0.704 | 0.921 | 0.942 | 1.000 | -0.011 | -0.012 | 0.013 | -0.030 | 0.033 | 0.041 | 0.043 | 0.016 | 0.000 | 0.020 | 0.027 | 0.011 | 0.014 | 0.253 | 0.068 | 0.005 | 0.083 | 0.083 | 0.092 | 0.076 | 0.076 | 0.087 |
| OBS_30_CNT_SOCIAL_CIRCLE | -0.013 | -0.001 | -0.001 | -0.028 | -0.001 | 0.000 | -0.004 | 0.001 | -0.004 | 0.019 | -0.020 | -0.019 | -0.016 | -0.012 | -0.011 | -0.006 | 0.020 | 0.025 | 0.006 | -0.002 | -0.001 | 0.005 | 0.024 | -0.003 | 0.003 | -0.009 | 0.019 | 0.387 | 0.311 | -0.046 | -0.044 | -0.043 | 0.010 | -0.001 | -0.001 | 0.003 | -0.043 | -0.021 | -0.011 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.023 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.029 | 0.000 | 0.014 | 0.000 | 0.000 | 0.023 | 0.005 | 0.000 | 0.007 | 0.008 | 0.009 | 0.031 | 0.014 | -0.037 | -0.036 | -0.035 | -0.033 | -0.031 | -0.029 | 0.013 | -0.018 | 0.000 | 0.020 | 0.020 | 0.020 | 0.000 | 0.021 | -0.027 | -0.027 | -0.020 | -0.022 | -0.021 | -0.018 | 0.023 | 0.019 | 0.012 | 0.000 | 0.000 | 0.018 | -0.012 | -0.012 | -0.008 | -0.022 | -0.018 | -0.011 | 1.000 | 0.997 | 0.015 | 0.013 | 0.011 | 0.036 | 0.032 | 0.008 | 0.000 | 0.019 | 0.027 | -0.003 | 0.001 | -0.023 | 0.010 | 0.006 | -0.003 | -0.003 | -0.002 | 0.001 | 0.002 | 0.003 |
| OBS_60_CNT_SOCIAL_CIRCLE | -0.013 | -0.001 | -0.001 | -0.027 | -0.001 | 0.000 | -0.004 | 0.000 | -0.004 | 0.020 | -0.019 | -0.019 | -0.015 | -0.011 | -0.011 | -0.005 | 0.019 | 0.025 | 0.005 | -0.002 | -0.001 | 0.005 | 0.023 | -0.003 | 0.002 | -0.010 | 0.019 | 0.389 | 0.313 | -0.045 | -0.043 | -0.043 | 0.000 | -0.001 | -0.001 | 0.003 | -0.043 | -0.021 | -0.011 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.022 | 0.000 | 0.000 | 0.002 | 0.000 | 0.000 | 0.000 | 0.000 | 0.030 | 0.000 | 0.013 | 0.000 | 0.000 | 0.023 | 0.004 | 0.000 | 0.012 | 0.007 | 0.008 | 0.031 | 0.014 | -0.036 | -0.035 | -0.034 | -0.033 | -0.031 | -0.029 | 0.010 | -0.018 | 0.000 | 0.020 | 0.021 | 0.021 | 0.000 | 0.021 | -0.026 | -0.026 | -0.020 | -0.022 | -0.021 | -0.018 | 0.023 | 0.019 | 0.012 | 0.000 | 0.000 | 0.018 | -0.012 | -0.012 | -0.009 | -0.022 | -0.018 | -0.012 | 0.997 | 1.000 | 0.014 | 0.013 | 0.011 | 0.036 | 0.033 | 0.007 | 0.000 | 0.019 | 0.027 | -0.004 | 0.004 | -0.022 | 0.011 | 0.006 | -0.003 | -0.003 | -0.002 | 0.002 | 0.002 | 0.004 |
| OCCUPATION_TYPE | 0.066 | 0.057 | 0.060 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.009 | 0.018 | 0.019 | 0.022 | 0.021 | 0.021 | 0.022 | 0.022 | 0.017 | 0.027 | 0.572 | 0.030 | 0.028 | 0.025 | 0.073 | 1.000 | 0.028 | 0.024 | 0.028 | 0.006 | 0.010 | 0.027 | 0.026 | 0.027 | 0.010 | 0.013 | 0.014 | 0.011 | 0.100 | 0.049 | 0.009 | 0.006 | 0.000 | 0.042 | 0.006 | 0.031 | 0.039 | 0.042 | 0.019 | 0.000 | 0.034 | 0.000 | 0.000 | 0.000 | 0.000 | 0.138 | 0.000 | 0.013 | 0.047 | 0.002 | 0.211 | 0.041 | 0.074 | 0.010 | 0.259 | 0.024 | 0.051 | 0.022 | 0.040 | 0.041 | 0.041 | 0.032 | 0.033 | 0.033 | 0.028 | 0.027 | 0.023 | 0.000 | 0.000 | 0.000 | 0.126 | 0.096 | 0.023 | 0.024 | 0.014 | 0.023 | 0.023 | 0.025 | 0.056 | 0.219 | 0.054 | 0.030 | 0.158 | 0.025 | 0.000 | 0.000 | 0.000 | 0.018 | 0.014 | 0.013 | 0.015 | 0.014 | 1.000 | 0.066 | 0.039 | 0.057 | 0.055 | 0.040 | 0.114 | 0.026 | 0.081 | 0.000 | 0.089 | 0.031 | 0.025 | 0.012 | 0.000 | 0.000 | 0.000 | 0.036 | 0.038 | 0.035 |
| OWN_CAR_AGE | -0.092 | -0.086 | -0.098 | -0.200 | 0.002 | 0.002 | -0.018 | -0.025 | 0.004 | 0.013 | -0.070 | -0.069 | -0.061 | -0.031 | -0.030 | -0.022 | 0.009 | 0.003 | 0.082 | -0.035 | -0.035 | -0.025 | -0.024 | 0.041 | -0.017 | -0.000 | -0.023 | 0.023 | 0.023 | -0.110 | -0.109 | -0.108 | 0.025 | -0.016 | -0.016 | -0.010 | -0.119 | -0.131 | 0.034 | 0.011 | 0.000 | 0.020 | 0.000 | 0.117 | 0.000 | 0.072 | 0.018 | 0.000 | 0.000 | 0.000 | 0.013 | 0.000 | 0.000 | 0.043 | 0.000 | 0.000 | 0.054 | 0.000 | 0.062 | 0.000 | 0.031 | 0.060 | 1.000 | 0.009 | 0.061 | 0.075 | -0.112 | -0.112 | -0.112 | -0.124 | -0.124 | -0.121 | 0.030 | -0.136 | 0.000 | -0.027 | -0.026 | -0.018 | 0.052 | 0.047 | -0.069 | -0.068 | -0.055 | -0.101 | -0.100 | -0.093 | 0.067 | 0.099 | 0.053 | 0.050 | 0.034 | 0.017 | -0.026 | -0.028 | -0.016 | -0.039 | -0.043 | -0.030 | 0.013 | 0.013 | 0.066 | 1.000 | -0.135 | 0.118 | 0.118 | 0.013 | 0.055 | 0.030 | 0.051 | 0.005 | 0.057 | -0.084 | 0.022 | 0.014 | -0.071 | -0.070 | -0.069 | -0.075 | -0.075 | -0.074 |
| REGION_POPULATION_RELATIVE | 0.056 | 0.055 | 0.065 | 0.092 | 0.005 | 0.008 | 0.047 | -0.003 | -0.007 | 0.009 | 0.143 | 0.140 | 0.129 | 0.068 | 0.065 | 0.042 | -0.023 | -0.015 | 0.010 | 0.043 | 0.039 | 0.024 | -0.030 | -0.007 | -0.015 | -0.042 | -0.043 | 0.021 | 0.021 | 0.186 | 0.181 | 0.171 | 0.050 | 0.036 | 0.036 | 0.021 | 0.067 | 0.182 | -0.005 | 0.020 | 0.011 | 0.024 | 0.000 | 0.048 | 0.041 | 0.021 | 0.009 | 0.013 | 0.012 | 0.000 | 0.000 | 0.006 | 0.008 | 0.102 | 0.018 | 0.022 | 0.031 | 0.007 | 0.119 | 0.056 | 0.068 | 0.055 | 0.042 | 0.046 | 0.124 | 0.034 | 0.186 | 0.181 | 0.175 | 0.195 | 0.191 | 0.182 | 0.073 | 0.126 | 0.037 | -0.069 | -0.072 | -0.078 | 0.091 | 0.223 | 0.136 | 0.131 | 0.116 | 0.162 | 0.159 | 0.145 | 0.027 | 0.050 | 0.018 | 0.059 | 0.088 | 0.021 | 0.069 | 0.066 | 0.047 | 0.064 | 0.057 | 0.033 | 0.011 | 0.011 | 0.039 | -0.135 | 1.000 | 0.646 | 0.617 | 0.050 | 0.092 | 0.073 | 0.212 | 0.007 | 0.047 | 0.149 | 0.088 | 0.012 | -0.061 | -0.063 | -0.065 | -0.086 | -0.087 | -0.091 |
| REGION_RATING_CLIENT | 0.115 | 0.099 | 0.094 | 0.000 | 0.008 | 0.009 | 0.061 | 0.004 | 0.012 | 0.008 | 0.131 | 0.129 | 0.111 | 0.070 | 0.066 | 0.051 | 0.025 | 0.027 | 0.012 | 0.112 | 0.112 | 0.095 | 0.020 | 0.039 | 0.024 | 0.053 | 0.065 | 0.022 | 0.021 | 0.192 | 0.189 | 0.167 | 0.035 | 0.043 | 0.043 | 0.031 | 0.088 | 0.259 | 0.022 | 0.023 | 0.000 | 0.012 | 0.000 | 0.044 | 0.051 | 0.013 | 0.012 | 0.009 | 0.011 | 0.000 | 0.000 | 0.007 | 0.008 | 0.090 | 0.006 | 0.013 | 0.019 | 0.008 | 0.120 | 0.056 | 0.069 | 0.039 | 0.019 | 0.010 | 0.097 | 0.010 | 0.251 | 0.248 | 0.240 | 0.215 | 0.212 | 0.203 | 0.041 | 0.226 | 0.032 | 0.012 | 0.007 | 0.018 | 0.026 | 0.185 | 0.134 | 0.129 | 0.111 | 0.138 | 0.136 | 0.116 | 0.025 | 0.071 | 0.019 | 0.091 | 0.136 | 0.024 | 0.031 | 0.028 | 0.027 | 0.048 | 0.045 | 0.041 | 0.036 | 0.036 | 0.057 | 0.118 | 0.646 | 1.000 | 0.956 | 0.044 | 0.037 | 0.061 | 0.179 | 0.000 | 0.061 | 0.134 | 0.101 | 0.018 | 0.028 | 0.030 | 0.031 | 0.093 | 0.093 | 0.094 |
| REGION_RATING_CLIENT_W_CITY | 0.118 | 0.102 | 0.097 | 0.000 | 0.007 | 0.008 | 0.058 | 0.008 | 0.012 | 0.009 | 0.133 | 0.130 | 0.114 | 0.071 | 0.067 | 0.052 | 0.025 | 0.028 | 0.011 | 0.111 | 0.111 | 0.096 | 0.023 | 0.042 | 0.023 | 0.049 | 0.062 | 0.019 | 0.020 | 0.188 | 0.186 | 0.165 | 0.034 | 0.044 | 0.044 | 0.030 | 0.084 | 0.254 | 0.023 | 0.021 | 0.000 | 0.007 | 0.000 | 0.044 | 0.049 | 0.012 | 0.013 | 0.008 | 0.012 | 0.000 | 0.000 | 0.006 | 0.007 | 0.087 | 0.006 | 0.016 | 0.020 | 0.008 | 0.119 | 0.054 | 0.064 | 0.042 | 0.020 | 0.012 | 0.091 | 0.013 | 0.245 | 0.242 | 0.235 | 0.209 | 0.206 | 0.198 | 0.042 | 0.207 | 0.021 | 0.016 | 0.008 | 0.016 | 0.017 | 0.176 | 0.139 | 0.134 | 0.118 | 0.142 | 0.139 | 0.122 | 0.025 | 0.070 | 0.020 | 0.090 | 0.129 | 0.023 | 0.034 | 0.031 | 0.030 | 0.049 | 0.048 | 0.043 | 0.032 | 0.033 | 0.055 | 0.118 | 0.617 | 0.956 | 1.000 | 0.051 | 0.043 | 0.057 | 0.170 | 0.000 | 0.060 | 0.139 | 0.094 | 0.016 | 0.027 | 0.030 | 0.030 | 0.087 | 0.087 | 0.088 |
| REG_CITY_NOT_LIVE_CITY | 0.006 | 0.025 | 0.024 | 0.000 | 0.000 | 0.015 | 0.000 | 0.010 | 0.004 | 0.000 | 0.055 | 0.055 | 0.050 | 0.031 | 0.029 | 0.026 | 0.014 | 0.028 | 0.051 | 0.000 | 0.000 | 0.000 | 0.182 | 0.092 | 0.083 | 0.057 | 0.080 | 0.000 | 0.000 | 0.048 | 0.048 | 0.047 | 0.030 | 0.028 | 0.028 | 0.025 | 0.127 | 0.041 | 0.078 | 0.000 | 0.000 | 0.054 | 0.000 | 0.003 | 0.005 | 0.000 | 0.012 | 0.000 | 0.014 | 0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.057 | 0.000 | 0.022 | 0.000 | 0.014 | 0.092 | 0.007 | 0.064 | 0.053 | 0.041 | 0.091 | 0.091 | 0.089 | 0.044 | 0.044 | 0.044 | 0.020 | 0.019 | 0.023 | 0.028 | 0.030 | 0.028 | 0.030 | 0.022 | 0.029 | 0.030 | 0.034 | 0.051 | 0.052 | 0.048 | 0.016 | 0.032 | 0.077 | 0.186 | 0.095 | 0.031 | 0.046 | 0.046 | 0.059 | 0.019 | 0.021 | 0.016 | 0.008 | 0.007 | 0.040 | 0.013 | 0.050 | 0.044 | 0.051 | 1.000 | 0.439 | 0.341 | 0.150 | 0.018 | 0.044 | 0.050 | 0.049 | 0.000 | 0.019 | 0.021 | 0.015 | 0.005 | 0.010 | 0.012 |
| REG_CITY_NOT_WORK_CITY | 0.018 | 0.023 | 0.017 | 0.000 | 0.000 | 0.008 | 0.020 | 0.010 | 0.000 | 0.000 | 0.098 | 0.098 | 0.091 | 0.053 | 0.052 | 0.048 | 0.048 | 0.070 | 0.135 | 0.026 | 0.026 | 0.022 | 0.250 | 0.256 | 0.108 | 0.046 | 0.113 | 0.000 | 0.000 | 0.088 | 0.086 | 0.080 | 0.014 | 0.042 | 0.043 | 0.039 | 0.176 | 0.084 | 0.085 | 0.000 | 0.000 | 0.034 | 0.000 | 0.005 | 0.005 | 0.000 | 0.000 | 0.000 | 0.015 | 0.000 | 0.000 | 0.000 | 0.000 | 0.051 | 0.000 | 0.012 | 0.156 | 0.000 | 0.044 | 0.003 | 0.000 | 0.256 | 0.072 | 0.068 | 0.044 | 0.117 | 0.145 | 0.144 | 0.142 | 0.083 | 0.084 | 0.084 | 0.026 | 0.024 | 0.024 | 0.050 | 0.049 | 0.048 | 0.828 | 0.187 | 0.069 | 0.068 | 0.065 | 0.090 | 0.089 | 0.083 | 0.009 | 0.030 | 0.090 | 0.128 | 0.258 | 0.025 | 0.000 | 0.000 | 0.000 | 0.005 | 0.006 | 0.000 | 0.000 | 0.000 | 0.114 | 0.055 | 0.092 | 0.037 | 0.043 | 0.439 | 1.000 | 0.143 | 0.239 | 0.010 | 0.052 | 0.085 | 0.060 | 0.000 | 0.032 | 0.029 | 0.023 | 0.015 | 0.015 | 0.018 |
| REG_REGION_NOT_LIVE_REGION | 0.045 | 0.027 | 0.025 | 0.000 | 0.009 | 0.000 | 0.000 | 0.013 | 0.004 | 0.000 | 0.024 | 0.015 | 0.015 | 0.000 | 0.000 | 0.000 | 0.000 | 0.003 | 0.025 | 0.039 | 0.039 | 0.030 | 0.062 | 0.036 | 0.037 | 0.039 | 0.029 | 0.005 | 0.005 | 0.033 | 0.033 | 0.033 | 0.006 | 0.013 | 0.012 | 0.010 | 0.019 | 0.039 | 0.053 | 0.000 | 0.008 | 0.089 | 0.000 | 0.002 | 0.000 | 0.000 | 0.007 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.027 | 0.000 | 0.011 | 0.023 | 0.000 | 0.021 | 0.011 | 0.018 | 0.036 | 0.000 | 0.045 | 0.000 | 0.065 | 0.041 | 0.040 | 0.039 | 0.036 | 0.045 | 0.042 | 0.000 | 0.053 | 0.000 | 0.000 | 0.000 | 0.000 | 0.013 | 0.092 | 0.022 | 0.012 | 0.011 | 0.020 | 0.019 | 0.011 | 0.016 | 0.047 | 0.040 | 0.094 | 0.066 | 0.025 | 0.033 | 0.034 | 0.044 | 0.021 | 0.023 | 0.020 | 0.019 | 0.019 | 0.026 | 0.030 | 0.073 | 0.061 | 0.057 | 0.341 | 0.143 | 1.000 | 0.449 | 0.006 | 0.004 | 0.016 | 0.000 | 0.002 | 0.000 | 0.000 | 0.000 | 0.019 | 0.022 | 0.020 |
| REG_REGION_NOT_WORK_REGION | 0.073 | 0.052 | 0.051 | 0.000 | 0.000 | 0.000 | 0.008 | 0.010 | 0.006 | 0.001 | 0.000 | 0.000 | 0.000 | 0.000 | 0.005 | 0.010 | 0.000 | 0.006 | 0.106 | 0.033 | 0.031 | 0.022 | 0.101 | 0.108 | 0.046 | 0.036 | 0.040 | 0.020 | 0.015 | 0.023 | 0.024 | 0.020 | 0.000 | 0.000 | 0.001 | 0.008 | 0.041 | 0.062 | 0.047 | 0.000 | 0.000 | 0.047 | 0.000 | 0.019 | 0.018 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.019 | 0.000 | 0.020 | 0.065 | 0.009 | 0.062 | 0.021 | 0.036 | 0.108 | 0.043 | 0.039 | 0.004 | 0.070 | 0.057 | 0.058 | 0.058 | 0.076 | 0.078 | 0.078 | 0.000 | 0.071 | 0.000 | 0.000 | 0.000 | 0.000 | 0.197 | 0.859 | 0.000 | 0.000 | 0.000 | 0.005 | 0.008 | 0.000 | 0.011 | 0.048 | 0.046 | 0.057 | 0.125 | 0.015 | 0.018 | 0.019 | 0.019 | 0.022 | 0.020 | 0.027 | 0.027 | 0.027 | 0.081 | 0.051 | 0.212 | 0.179 | 0.170 | 0.150 | 0.239 | 0.449 | 1.000 | 0.005 | 0.010 | 0.015 | 0.039 | 0.007 | 0.000 | 0.007 | 0.008 | 0.040 | 0.041 | 0.038 |
| SK_ID_CURR | 0.005 | 0.004 | 0.005 | 0.003 | -0.003 | 0.004 | -0.001 | -0.005 | 0.013 | 0.004 | 0.007 | 0.009 | 0.009 | 0.009 | 0.009 | 0.010 | 0.000 | -0.002 | 0.000 | 0.005 | 0.004 | 0.003 | 0.001 | 0.002 | -0.002 | -0.002 | 0.000 | -0.003 | 0.001 | 0.007 | 0.008 | 0.006 | 0.001 | 0.001 | 0.001 | 0.003 | -0.002 | -0.002 | -0.000 | 0.000 | 0.000 | 0.004 | 0.001 | 0.007 | 0.000 | 0.000 | 0.017 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.008 | 0.001 | 0.012 | 0.017 | 0.016 | 0.000 | 0.000 | 0.000 | 0.004 | 0.005 | 0.003 | -0.013 | -0.012 | -0.014 | 0.017 | 0.000 | 0.015 | -0.003 | -0.004 | -0.003 | 0.002 | 0.013 | 0.013 | 0.013 | 0.014 | 0.008 | 0.008 | 0.010 | 0.003 | 0.000 | 0.000 | 0.003 | 0.006 | 0.008 | 0.011 | 0.011 | 0.014 | 0.008 | 0.009 | 0.011 | -0.003 | -0.004 | 0.000 | 0.005 | 0.007 | 0.000 | 0.000 | 0.018 | 0.010 | 0.006 | 0.005 | 1.000 | 0.000 | 0.012 | 0.007 | 0.008 | -0.003 | -0.004 | -0.003 | -0.004 | -0.004 | -0.004 |
| TARGET | 0.029 | 0.039 | 0.040 | 0.014 | 0.000 | 0.000 | 0.011 | 0.020 | 0.000 | 0.015 | 0.023 | 0.023 | 0.022 | 0.019 | 0.020 | 0.014 | 0.014 | 0.015 | 0.055 | 0.009 | 0.011 | 0.013 | 0.079 | 0.045 | 0.049 | 0.066 | 0.042 | 0.029 | 0.026 | 0.039 | 0.038 | 0.037 | 0.000 | 0.018 | 0.018 | 0.017 | 0.179 | 0.174 | 0.182 | 0.000 | 0.000 | 0.000 | 0.000 | 0.011 | 0.007 | 0.009 | 0.007 | 0.000 | 0.004 | 0.000 | 0.000 | 0.004 | 0.010 | 0.043 | 0.000 | 0.000 | 0.026 | 0.000 | 0.010 | 0.002 | 0.010 | 0.045 | 0.017 | 0.000 | 0.027 | 0.025 | 0.042 | 0.043 | 0.044 | 0.029 | 0.030 | 0.029 | 0.015 | 0.032 | 0.006 | 0.015 | 0.016 | 0.019 | 0.029 | 0.002 | 0.021 | 0.020 | 0.009 | 0.028 | 0.029 | 0.026 | 0.027 | 0.059 | 0.039 | 0.043 | 0.066 | 0.016 | 0.000 | 0.000 | 0.008 | 0.017 | 0.021 | 0.014 | 0.001 | 0.004 | 0.089 | 0.057 | 0.047 | 0.061 | 0.060 | 0.044 | 0.052 | 0.004 | 0.010 | 0.000 | 1.000 | 0.028 | 0.030 | 0.004 | 0.000 | 0.000 | 0.000 | 0.017 | 0.019 | 0.018 |
| TOTALAREA_MODE | 0.075 | 0.060 | 0.067 | 0.134 | 0.001 | 0.030 | 0.024 | -0.013 | 0.014 | -0.018 | 0.902 | 0.896 | 0.877 | 0.710 | 0.703 | 0.672 | -0.012 | -0.002 | 0.027 | 0.620 | 0.617 | 0.600 | -0.003 | -0.019 | -0.011 | -0.008 | -0.003 | -0.024 | -0.029 | 0.716 | 0.715 | 0.705 | 0.076 | 0.594 | 0.587 | 0.552 | 0.071 | 0.100 | 0.005 | 0.014 | 0.000 | 0.034 | 0.079 | 0.029 | 0.023 | 0.022 | 0.016 | 0.027 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.051 | 0.000 | 0.000 | 0.017 | 0.000 | 0.060 | 0.017 | 0.034 | 0.019 | 0.037 | 0.000 | 0.057 | 0.012 | 0.778 | 0.778 | 0.776 | 0.497 | 0.495 | 0.484 | 0.052 | 0.076 | 0.037 | 0.449 | 0.446 | 0.423 | 0.071 | 0.022 | 0.878 | 0.874 | 0.854 | 0.940 | 0.935 | 0.916 | 0.024 | 0.047 | 0.010 | 0.006 | 0.023 | 0.007 | 0.281 | 0.285 | 0.271 | 0.273 | 0.270 | 0.253 | -0.023 | -0.022 | 0.031 | -0.084 | 0.149 | 0.134 | 0.139 | 0.050 | 0.085 | 0.016 | 0.015 | 0.012 | 0.028 | 1.000 | 0.146 | 0.000 | 0.495 | 0.492 | 0.495 | 0.463 | 0.461 | 0.464 |
| WALLSMATERIAL_MODE | 0.021 | 0.010 | 0.009 | 0.000 | 0.011 | 0.021 | 0.010 | 0.000 | 0.014 | 0.007 | 0.143 | 0.142 | 0.140 | 0.112 | 0.110 | 0.109 | 0.006 | 0.007 | 0.007 | 0.071 | 0.071 | 0.069 | 0.017 | 0.025 | 0.014 | 0.006 | 0.044 | 0.013 | 0.015 | 0.145 | 0.144 | 0.143 | 0.327 | 0.140 | 0.140 | 0.138 | 0.022 | 0.024 | 0.006 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.014 | 0.012 | 0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.051 | 0.000 | 0.000 | 0.020 | 0.000 | 0.044 | 0.018 | 0.020 | 0.025 | 0.030 | 0.032 | 0.044 | 0.041 | 0.272 | 0.277 | 0.279 | 0.193 | 0.195 | 0.198 | 0.108 | 0.044 | 0.113 | 0.079 | 0.080 | 0.080 | 0.044 | 0.044 | 0.125 | 0.129 | 0.130 | 0.154 | 0.152 | 0.148 | 0.024 | 0.032 | 0.007 | 0.031 | 0.024 | 0.000 | 0.060 | 0.056 | 0.054 | 0.068 | 0.066 | 0.068 | 0.010 | 0.011 | 0.025 | 0.022 | 0.088 | 0.101 | 0.094 | 0.049 | 0.060 | 0.000 | 0.039 | 0.007 | 0.030 | 0.146 | 1.000 | 0.000 | 0.020 | 0.020 | 0.015 | 0.200 | 0.198 | 0.199 |
| WEEKDAY_APPR_PROCESS_START | 0.000 | 0.000 | 0.004 | 0.000 | 0.012 | 0.021 | 0.000 | 0.000 | 0.008 | 0.005 | 0.000 | 0.000 | 0.000 | 0.009 | 0.007 | 0.000 | 0.005 | 0.005 | 0.000 | 0.000 | 0.004 | 0.000 | 0.016 | 0.030 | 0.008 | 0.000 | 0.010 | 0.000 | 0.005 | 0.011 | 0.011 | 0.010 | 0.000 | 0.008 | 0.008 | 0.006 | 0.003 | 0.003 | 0.005 | 0.023 | 0.004 | 0.029 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.011 | 0.003 | 0.000 | 0.000 | 0.006 | 0.019 | 0.000 | 0.011 | 0.026 | 0.000 | 0.000 | 0.000 | 0.000 | 0.030 | 0.000 | 0.020 | 0.007 | 0.027 | 0.009 | 0.006 | 0.003 | 0.000 | 0.000 | 0.008 | 0.000 | 0.034 | 0.008 | 0.000 | 0.000 | 0.000 | 0.002 | 0.010 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.014 | 0.006 | 0.002 | 0.009 | 0.014 | 0.014 | 0.008 | 0.007 | 0.000 | 0.000 | 0.007 | 0.005 | 0.006 | 0.006 | 0.012 | 0.014 | 0.012 | 0.018 | 0.016 | 0.000 | 0.000 | 0.002 | 0.007 | 0.008 | 0.004 | 0.000 | 0.000 | 1.000 | 0.008 | 0.007 | 0.000 | 0.007 | 0.005 | 0.007 |
| YEARS_BEGINEXPLUATATION_AVG | 0.037 | 0.038 | 0.043 | 0.057 | -0.001 | 0.023 | 0.004 | -0.003 | 0.006 | -0.016 | 0.443 | 0.441 | 0.423 | 0.313 | 0.309 | 0.292 | 0.012 | 0.025 | 0.000 | 0.348 | 0.348 | 0.331 | 0.014 | -0.006 | -0.015 | 0.003 | 0.121 | -0.023 | -0.025 | 0.482 | 0.485 | 0.480 | 0.022 | 0.133 | 0.128 | 0.108 | 0.020 | 0.028 | 0.012 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.011 | 0.010 | 0.578 | 0.580 | 0.575 | 0.348 | 0.349 | 0.337 | 0.038 | -0.007 | 0.000 | 0.207 | 0.205 | 0.185 | 0.022 | 0.000 | 0.421 | 0.421 | 0.402 | 0.494 | 0.493 | 0.474 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.080 | 0.080 | 0.065 | 0.103 | 0.100 | 0.083 | -0.003 | -0.003 | 0.000 | -0.071 | -0.061 | 0.028 | 0.027 | 0.019 | 0.032 | 0.000 | 0.000 | -0.003 | 0.000 | 0.495 | 0.020 | 0.008 | 1.000 | 0.997 | 0.985 | 0.988 | 0.987 | 0.976 |
| YEARS_BEGINEXPLUATATION_MEDI | 0.036 | 0.038 | 0.043 | 0.056 | -0.001 | 0.025 | 0.004 | -0.004 | 0.006 | -0.017 | 0.441 | 0.439 | 0.422 | 0.312 | 0.308 | 0.292 | 0.013 | 0.026 | 0.000 | 0.347 | 0.347 | 0.330 | 0.014 | -0.006 | -0.015 | 0.003 | 0.120 | -0.024 | -0.026 | 0.479 | 0.484 | 0.479 | 0.025 | 0.133 | 0.127 | 0.108 | 0.020 | 0.027 | 0.011 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.005 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.008 | 0.000 | 0.005 | 0.000 | 0.000 | 0.001 | 0.000 | 0.000 | 0.000 | 0.005 | 0.575 | 0.579 | 0.574 | 0.344 | 0.346 | 0.335 | 0.029 | -0.007 | 0.000 | 0.207 | 0.205 | 0.186 | 0.016 | 0.004 | 0.419 | 0.418 | 0.400 | 0.492 | 0.491 | 0.472 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.079 | 0.078 | 0.065 | 0.101 | 0.099 | 0.083 | -0.003 | -0.003 | 0.000 | -0.070 | -0.063 | 0.030 | 0.030 | 0.021 | 0.029 | 0.000 | 0.007 | -0.004 | 0.000 | 0.492 | 0.020 | 0.007 | 0.997 | 1.000 | 0.984 | 0.986 | 0.987 | 0.975 |
| YEARS_BEGINEXPLUATATION_MODE | 0.034 | 0.037 | 0.042 | 0.052 | -0.003 | 0.022 | 0.004 | -0.003 | 0.005 | -0.017 | 0.442 | 0.441 | 0.438 | 0.315 | 0.312 | 0.312 | 0.011 | 0.024 | 0.013 | 0.345 | 0.346 | 0.341 | 0.013 | -0.006 | -0.017 | 0.003 | 0.117 | -0.023 | -0.026 | 0.468 | 0.475 | 0.482 | 0.000 | 0.141 | 0.137 | 0.133 | 0.020 | 0.025 | 0.010 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.008 | 0.000 | 0.000 | 0.022 | 0.000 | 0.002 | 0.000 | 0.000 | 0.011 | 0.005 | 0.000 | 0.003 | 0.000 | 0.567 | 0.571 | 0.578 | 0.340 | 0.341 | 0.338 | 0.021 | -0.007 | 0.000 | 0.213 | 0.212 | 0.206 | 0.011 | 0.005 | 0.420 | 0.420 | 0.413 | 0.492 | 0.491 | 0.490 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.067 | 0.071 | 0.069 | 0.088 | 0.091 | 0.092 | -0.002 | -0.002 | 0.000 | -0.069 | -0.065 | 0.031 | 0.030 | 0.015 | 0.023 | 0.000 | 0.008 | -0.003 | 0.000 | 0.495 | 0.015 | 0.000 | 0.985 | 0.984 | 1.000 | 0.969 | 0.968 | 0.980 |
| YEARS_BUILD_AVG | 0.034 | 0.034 | 0.037 | 0.050 | -0.003 | 0.021 | 0.009 | -0.005 | 0.008 | -0.016 | 0.419 | 0.416 | 0.388 | 0.305 | 0.299 | 0.280 | 0.017 | 0.031 | 0.025 | 0.345 | 0.346 | 0.329 | 0.018 | -0.002 | -0.010 | 0.013 | 0.136 | -0.017 | -0.023 | 0.473 | 0.476 | 0.469 | 0.129 | 0.102 | 0.096 | 0.072 | 0.004 | 0.014 | 0.020 | 0.029 | 0.000 | 0.000 | 0.000 | 0.033 | 0.015 | 0.022 | 0.019 | 0.000 | 0.033 | 0.000 | 0.000 | 0.000 | 0.011 | 0.028 | 0.000 | 0.018 | 0.016 | 0.018 | 0.043 | 0.000 | 0.024 | 0.021 | 0.051 | 0.000 | 0.026 | 0.010 | 0.566 | 0.568 | 0.559 | 0.352 | 0.354 | 0.342 | 0.083 | -0.016 | 0.120 | 0.196 | 0.194 | 0.172 | 0.007 | 0.046 | 0.418 | 0.418 | 0.399 | 0.475 | 0.472 | 0.444 | 0.017 | 0.045 | 0.025 | 0.023 | 0.017 | 0.000 | 0.082 | 0.081 | 0.067 | 0.098 | 0.094 | 0.076 | 0.001 | 0.002 | 0.036 | -0.075 | -0.086 | 0.093 | 0.087 | 0.005 | 0.015 | 0.019 | 0.040 | -0.004 | 0.017 | 0.463 | 0.200 | 0.007 | 0.988 | 0.986 | 0.969 | 1.000 | 0.998 | 0.987 |
| YEARS_BUILD_MEDI | 0.032 | 0.033 | 0.036 | 0.049 | -0.003 | 0.012 | 0.008 | -0.005 | 0.007 | -0.016 | 0.417 | 0.414 | 0.387 | 0.303 | 0.298 | 0.280 | 0.017 | 0.030 | 0.019 | 0.344 | 0.345 | 0.328 | 0.019 | -0.002 | -0.010 | 0.013 | 0.135 | -0.018 | -0.023 | 0.471 | 0.476 | 0.468 | 0.130 | 0.101 | 0.095 | 0.072 | 0.003 | 0.013 | 0.019 | 0.032 | 0.000 | 0.000 | 0.000 | 0.034 | 0.020 | 0.021 | 0.020 | 0.000 | 0.034 | 0.000 | 0.000 | 0.000 | 0.012 | 0.031 | 0.000 | 0.012 | 0.014 | 0.019 | 0.044 | 0.000 | 0.024 | 0.022 | 0.050 | 0.002 | 0.025 | 0.000 | 0.564 | 0.568 | 0.559 | 0.350 | 0.352 | 0.341 | 0.083 | -0.016 | 0.121 | 0.196 | 0.194 | 0.172 | 0.006 | 0.046 | 0.417 | 0.416 | 0.398 | 0.474 | 0.471 | 0.443 | 0.022 | 0.044 | 0.024 | 0.023 | 0.018 | 0.005 | 0.081 | 0.080 | 0.067 | 0.097 | 0.094 | 0.076 | 0.002 | 0.002 | 0.038 | -0.075 | -0.087 | 0.093 | 0.087 | 0.010 | 0.015 | 0.022 | 0.041 | -0.004 | 0.019 | 0.461 | 0.198 | 0.005 | 0.987 | 0.987 | 0.968 | 0.998 | 1.000 | 0.987 |
| YEARS_BUILD_MODE | 0.029 | 0.031 | 0.034 | 0.045 | -0.005 | 0.011 | 0.009 | -0.003 | 0.007 | -0.017 | 0.419 | 0.416 | 0.402 | 0.308 | 0.303 | 0.299 | 0.016 | 0.029 | 0.018 | 0.344 | 0.345 | 0.341 | 0.018 | -0.002 | -0.011 | 0.014 | 0.132 | -0.017 | -0.023 | 0.463 | 0.469 | 0.472 | 0.129 | 0.109 | 0.104 | 0.094 | 0.002 | 0.012 | 0.016 | 0.030 | 0.000 | 0.000 | 0.000 | 0.035 | 0.015 | 0.024 | 0.032 | 0.000 | 0.028 | 0.000 | 0.000 | 0.000 | 0.016 | 0.029 | 0.000 | 0.000 | 0.006 | 0.022 | 0.041 | 0.008 | 0.025 | 0.026 | 0.049 | 0.011 | 0.013 | 0.015 | 0.556 | 0.560 | 0.561 | 0.345 | 0.347 | 0.345 | 0.078 | -0.018 | 0.116 | 0.203 | 0.201 | 0.190 | 0.015 | 0.041 | 0.418 | 0.418 | 0.413 | 0.473 | 0.471 | 0.458 | 0.015 | 0.045 | 0.025 | 0.024 | 0.021 | 0.011 | 0.072 | 0.076 | 0.075 | 0.087 | 0.090 | 0.087 | 0.003 | 0.004 | 0.035 | -0.074 | -0.091 | 0.094 | 0.088 | 0.012 | 0.018 | 0.020 | 0.038 | -0.004 | 0.018 | 0.464 | 0.199 | 0.007 | 0.976 | 0.975 | 0.980 | 0.987 | 0.987 | 1.000 |
| SK_ID_CURR | TARGET | NAME_CONTRACT_TYPE | CODE_GENDER | FLAG_OWN_CAR | FLAG_OWN_REALTY | CNT_CHILDREN | AMT_INCOME_TOTAL | AMT_CREDIT | AMT_ANNUITY | AMT_GOODS_PRICE | NAME_TYPE_SUITE | NAME_INCOME_TYPE | NAME_EDUCATION_TYPE | NAME_FAMILY_STATUS | NAME_HOUSING_TYPE | REGION_POPULATION_RELATIVE | DAYS_BIRTH | DAYS_EMPLOYED | DAYS_REGISTRATION | DAYS_ID_PUBLISH | OWN_CAR_AGE | FLAG_MOBIL | FLAG_EMP_PHONE | FLAG_WORK_PHONE | FLAG_CONT_MOBILE | FLAG_PHONE | FLAG_EMAIL | OCCUPATION_TYPE | CNT_FAM_MEMBERS | REGION_RATING_CLIENT | REGION_RATING_CLIENT_W_CITY | WEEKDAY_APPR_PROCESS_START | HOUR_APPR_PROCESS_START | REG_REGION_NOT_LIVE_REGION | REG_REGION_NOT_WORK_REGION | LIVE_REGION_NOT_WORK_REGION | REG_CITY_NOT_LIVE_CITY | REG_CITY_NOT_WORK_CITY | LIVE_CITY_NOT_WORK_CITY | ORGANIZATION_TYPE | EXT_SOURCE_1 | EXT_SOURCE_2 | EXT_SOURCE_3 | APARTMENTS_AVG | BASEMENTAREA_AVG | YEARS_BEGINEXPLUATATION_AVG | YEARS_BUILD_AVG | COMMONAREA_AVG | ELEVATORS_AVG | ENTRANCES_AVG | FLOORSMAX_AVG | FLOORSMIN_AVG | LANDAREA_AVG | LIVINGAPARTMENTS_AVG | LIVINGAREA_AVG | NONLIVINGAPARTMENTS_AVG | NONLIVINGAREA_AVG | APARTMENTS_MODE | BASEMENTAREA_MODE | YEARS_BEGINEXPLUATATION_MODE | YEARS_BUILD_MODE | COMMONAREA_MODE | ELEVATORS_MODE | ENTRANCES_MODE | FLOORSMAX_MODE | FLOORSMIN_MODE | LANDAREA_MODE | LIVINGAPARTMENTS_MODE | LIVINGAREA_MODE | NONLIVINGAPARTMENTS_MODE | NONLIVINGAREA_MODE | APARTMENTS_MEDI | BASEMENTAREA_MEDI | YEARS_BEGINEXPLUATATION_MEDI | YEARS_BUILD_MEDI | COMMONAREA_MEDI | ELEVATORS_MEDI | ENTRANCES_MEDI | FLOORSMAX_MEDI | FLOORSMIN_MEDI | LANDAREA_MEDI | LIVINGAPARTMENTS_MEDI | LIVINGAREA_MEDI | NONLIVINGAPARTMENTS_MEDI | NONLIVINGAREA_MEDI | FONDKAPREMONT_MODE | HOUSETYPE_MODE | TOTALAREA_MODE | WALLSMATERIAL_MODE | EMERGENCYSTATE_MODE | OBS_30_CNT_SOCIAL_CIRCLE | DEF_30_CNT_SOCIAL_CIRCLE | OBS_60_CNT_SOCIAL_CIRCLE | DEF_60_CNT_SOCIAL_CIRCLE | DAYS_LAST_PHONE_CHANGE | FLAG_DOCUMENT_2 | FLAG_DOCUMENT_3 | FLAG_DOCUMENT_4 | FLAG_DOCUMENT_5 | FLAG_DOCUMENT_6 | FLAG_DOCUMENT_7 | FLAG_DOCUMENT_8 | FLAG_DOCUMENT_9 | FLAG_DOCUMENT_10 | FLAG_DOCUMENT_11 | FLAG_DOCUMENT_12 | FLAG_DOCUMENT_13 | FLAG_DOCUMENT_14 | FLAG_DOCUMENT_15 | FLAG_DOCUMENT_16 | FLAG_DOCUMENT_17 | FLAG_DOCUMENT_18 | FLAG_DOCUMENT_19 | FLAG_DOCUMENT_20 | FLAG_DOCUMENT_21 | AMT_REQ_CREDIT_BUREAU_HOUR | AMT_REQ_CREDIT_BUREAU_DAY | AMT_REQ_CREDIT_BUREAU_WEEK | AMT_REQ_CREDIT_BUREAU_MON | AMT_REQ_CREDIT_BUREAU_QRT | AMT_REQ_CREDIT_BUREAU_YEAR | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 245895 | 384575 | 0 | Cash loans | M | Y | N | 2 | 207000.0 | 465457.5 | 52641.0 | 418500.0 | Unaccompanied | Commercial associate | Secondary / secondary special | Married | House / apartment | 0.009630 | -13297 | -762 | -637.0 | -4307 | 19.0 | 1 | 1 | 0 | 1 | 0 | 0 | Sales staff | 4.0 | 2 | 2 | THURSDAY | 11 | 0 | 0 | 0 | 0 | 1 | 1 | Business Entity Type 3 | 0.675878 | 0.604894 | 0.000527 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | None | None | NaN | None | None | 0.0 | 0.0 | 0.0 | 0.0 | -2.0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 |
| 98194 | 214010 | 0 | Cash loans | F | Y | Y | 0 | 247500.0 | 1281712.5 | 48946.5 | 1179000.0 | Unaccompanied | Commercial associate | Higher education | Single / not married | House / apartment | 0.006852 | -14778 | -1141 | -1610.0 | -4546 | 11.0 | 1 | 1 | 0 | 1 | 0 | 1 | Managers | 1.0 | 3 | 3 | THURSDAY | 10 | 0 | 0 | 0 | 0 | 0 | 0 | Business Entity Type 3 | 0.430827 | 0.425351 | 0.712155 | 0.0753 | 0.0568 | 0.9970 | 0.9592 | 0.1326 | 0.08 | 0.0517 | 0.4167 | 0.2917 | 0.0735 | 0.0601 | 0.0844 | 0.0058 | 0.1118 | 0.0756 | 0.0566 | 0.9940 | 0.9216 | 0.0523 | 0.0806 | 0.0345 | 0.3333 | 0.0417 | 0.0445 | 0.0652 | 0.0857 | 0.0 | 0.0000 | 0.0760 | 0.0568 | 0.9970 | 0.9597 | 0.1335 | 0.08 | 0.0517 | 0.4167 | 0.2917 | 0.0748 | 0.0611 | 0.0859 | 0.0058 | 0.1142 | reg oper account | block of flats | 0.0754 | Monolithic | No | 2.0 | 0.0 | 2.0 | 0.0 | -1071.0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 3.0 |
| 36463 | 142232 | 0 | Cash loans | F | Y | N | 0 | 202500.0 | 495000.0 | 39109.5 | 495000.0 | Unaccompanied | Working | Secondary / secondary special | Married | House / apartment | 0.035792 | -17907 | -639 | -2507.0 | -1461 | 4.0 | 1 | 1 | 1 | 1 | 0 | 0 | Sales staff | 2.0 | 2 | 2 | TUESDAY | 16 | 0 | 0 | 0 | 0 | 0 | 0 | Self-employed | 0.527239 | 0.531760 | 0.207964 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | None | None | NaN | None | None | 5.0 | 0.0 | 5.0 | 0.0 | -1435.0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 3.0 |
| 249923 | 389171 | 0 | Cash loans | F | N | Y | 0 | 247500.0 | 254700.0 | 24939.0 | 225000.0 | Unaccompanied | State servant | Secondary / secondary special | Widow | House / apartment | 0.046220 | -19626 | -6982 | -11167.0 | -3158 | NaN | 1 | 1 | 0 | 1 | 0 | 0 | High skill tech staff | 1.0 | 1 | 1 | FRIDAY | 14 | 0 | 0 | 0 | 0 | 0 | 0 | Business Entity Type 3 | NaN | 0.693521 | 0.614414 | 0.1320 | 0.0645 | 0.9846 | NaN | NaN | 0.16 | 0.0690 | 0.6250 | NaN | NaN | NaN | 0.1628 | NaN | 0.0022 | 0.1345 | 0.0670 | 0.9846 | NaN | NaN | 0.1611 | 0.0690 | 0.6250 | NaN | NaN | NaN | 0.1696 | NaN | 0.0023 | 0.1332 | 0.0645 | 0.9846 | NaN | NaN | 0.16 | 0.0690 | 0.6250 | NaN | NaN | NaN | 0.1657 | NaN | 0.0022 | None | None | 0.1285 | Panel | No | 0.0 | 0.0 | 0.0 | 0.0 | -2000.0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 158389 | 283617 | 0 | Cash loans | M | N | Y | 0 | 112500.0 | 308133.0 | 15862.5 | 234000.0 | Unaccompanied | Working | Secondary / secondary special | Single / not married | House / apartment | 0.018850 | -20327 | -1105 | -7299.0 | -494 | NaN | 1 | 1 | 0 | 1 | 0 | 0 | Laborers | 1.0 | 2 | 2 | WEDNESDAY | 11 | 0 | 0 | 0 | 0 | 0 | 0 | Business Entity Type 3 | 0.654882 | 0.560690 | 0.636376 | 0.0619 | 0.0553 | 0.9717 | NaN | NaN | 0.00 | 0.1724 | 0.1667 | NaN | 0.0866 | NaN | 0.0749 | NaN | 0.0149 | 0.0630 | 0.0574 | 0.9717 | NaN | NaN | 0.0000 | 0.1724 | 0.1667 | NaN | 0.0885 | NaN | 0.0780 | NaN | 0.0158 | 0.0625 | 0.0553 | 0.9717 | NaN | NaN | 0.00 | 0.1724 | 0.1667 | NaN | 0.0881 | NaN | 0.0762 | NaN | 0.0152 | None | block of flats | 0.0765 | Stone, brick | No | 0.0 | 0.0 | 0.0 | 0.0 | -173.0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 4.0 |
| SK_ID_CURR | TARGET | NAME_CONTRACT_TYPE | CODE_GENDER | FLAG_OWN_CAR | FLAG_OWN_REALTY | CNT_CHILDREN | AMT_INCOME_TOTAL | AMT_CREDIT | AMT_ANNUITY | AMT_GOODS_PRICE | NAME_TYPE_SUITE | NAME_INCOME_TYPE | NAME_EDUCATION_TYPE | NAME_FAMILY_STATUS | NAME_HOUSING_TYPE | REGION_POPULATION_RELATIVE | DAYS_BIRTH | DAYS_EMPLOYED | DAYS_REGISTRATION | DAYS_ID_PUBLISH | OWN_CAR_AGE | FLAG_MOBIL | FLAG_EMP_PHONE | FLAG_WORK_PHONE | FLAG_CONT_MOBILE | FLAG_PHONE | FLAG_EMAIL | OCCUPATION_TYPE | CNT_FAM_MEMBERS | REGION_RATING_CLIENT | REGION_RATING_CLIENT_W_CITY | WEEKDAY_APPR_PROCESS_START | HOUR_APPR_PROCESS_START | REG_REGION_NOT_LIVE_REGION | REG_REGION_NOT_WORK_REGION | LIVE_REGION_NOT_WORK_REGION | REG_CITY_NOT_LIVE_CITY | REG_CITY_NOT_WORK_CITY | LIVE_CITY_NOT_WORK_CITY | ORGANIZATION_TYPE | EXT_SOURCE_1 | EXT_SOURCE_2 | EXT_SOURCE_3 | APARTMENTS_AVG | BASEMENTAREA_AVG | YEARS_BEGINEXPLUATATION_AVG | YEARS_BUILD_AVG | COMMONAREA_AVG | ELEVATORS_AVG | ENTRANCES_AVG | FLOORSMAX_AVG | FLOORSMIN_AVG | LANDAREA_AVG | LIVINGAPARTMENTS_AVG | LIVINGAREA_AVG | NONLIVINGAPARTMENTS_AVG | NONLIVINGAREA_AVG | APARTMENTS_MODE | BASEMENTAREA_MODE | YEARS_BEGINEXPLUATATION_MODE | YEARS_BUILD_MODE | COMMONAREA_MODE | ELEVATORS_MODE | ENTRANCES_MODE | FLOORSMAX_MODE | FLOORSMIN_MODE | LANDAREA_MODE | LIVINGAPARTMENTS_MODE | LIVINGAREA_MODE | NONLIVINGAPARTMENTS_MODE | NONLIVINGAREA_MODE | APARTMENTS_MEDI | BASEMENTAREA_MEDI | YEARS_BEGINEXPLUATATION_MEDI | YEARS_BUILD_MEDI | COMMONAREA_MEDI | ELEVATORS_MEDI | ENTRANCES_MEDI | FLOORSMAX_MEDI | FLOORSMIN_MEDI | LANDAREA_MEDI | LIVINGAPARTMENTS_MEDI | LIVINGAREA_MEDI | NONLIVINGAPARTMENTS_MEDI | NONLIVINGAREA_MEDI | FONDKAPREMONT_MODE | HOUSETYPE_MODE | TOTALAREA_MODE | WALLSMATERIAL_MODE | EMERGENCYSTATE_MODE | OBS_30_CNT_SOCIAL_CIRCLE | DEF_30_CNT_SOCIAL_CIRCLE | OBS_60_CNT_SOCIAL_CIRCLE | DEF_60_CNT_SOCIAL_CIRCLE | DAYS_LAST_PHONE_CHANGE | FLAG_DOCUMENT_2 | FLAG_DOCUMENT_3 | FLAG_DOCUMENT_4 | FLAG_DOCUMENT_5 | FLAG_DOCUMENT_6 | FLAG_DOCUMENT_7 | FLAG_DOCUMENT_8 | FLAG_DOCUMENT_9 | FLAG_DOCUMENT_10 | FLAG_DOCUMENT_11 | FLAG_DOCUMENT_12 | FLAG_DOCUMENT_13 | FLAG_DOCUMENT_14 | FLAG_DOCUMENT_15 | FLAG_DOCUMENT_16 | FLAG_DOCUMENT_17 | FLAG_DOCUMENT_18 | FLAG_DOCUMENT_19 | FLAG_DOCUMENT_20 | FLAG_DOCUMENT_21 | AMT_REQ_CREDIT_BUREAU_HOUR | AMT_REQ_CREDIT_BUREAU_DAY | AMT_REQ_CREDIT_BUREAU_WEEK | AMT_REQ_CREDIT_BUREAU_MON | AMT_REQ_CREDIT_BUREAU_QRT | AMT_REQ_CREDIT_BUREAU_YEAR | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 252818 | 392541 | 0 | Cash loans | F | N | N | 0 | 76500.0 | 450000.0 | 30442.5 | 450000.0 | Unaccompanied | Working | Secondary / secondary special | Married | With parents | 0.022625 | -10105 | -692 | -3861.0 | -2365 | NaN | 1 | 1 | 1 | 1 | 0 | 0 | Core staff | 2.0 | 2 | 2 | SATURDAY | 19 | 0 | 0 | 0 | 0 | 0 | 0 | Self-employed | NaN | 0.556096 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | None | None | NaN | None | None | 0.0 | 0.0 | 0.0 | 0.0 | -687.0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | NaN | NaN | NaN | NaN | NaN | NaN |
| 185810 | 315401 | 0 | Cash loans | M | N | N | 0 | 90000.0 | 180000.0 | 14350.5 | 180000.0 | Unaccompanied | Commercial associate | Secondary / secondary special | Single / not married | Rented apartment | 0.018209 | -8184 | -790 | -706.0 | -861 | NaN | 1 | 1 | 0 | 1 | 0 | 1 | Laborers | 1.0 | 3 | 3 | THURSDAY | 10 | 0 | 0 | 0 | 1 | 1 | 0 | Industry: type 1 | 0.109663 | 0.684581 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | None | None | NaN | None | None | 0.0 | 0.0 | 0.0 | 0.0 | -522.0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | NaN | NaN | NaN | NaN | NaN | NaN |
| 189290 | 319459 | 0 | Revolving loans | M | Y | Y | 0 | 405000.0 | 675000.0 | 33750.0 | 675000.0 | Unaccompanied | Commercial associate | Secondary / secondary special | Married | House / apartment | 0.072508 | -20437 | -954 | -12796.0 | -1119 | 13.0 | 1 | 1 | 0 | 1 | 1 | 0 | Managers | 2.0 | 1 | 1 | TUESDAY | 11 | 0 | 0 | 0 | 0 | 0 | 0 | Business Entity Type 3 | NaN | 0.598033 | 0.408359 | 0.0794 | 0.0000 | 0.9762 | 0.6736 | 0.0241 | 0.08 | 0.0345 | 0.4583 | 0.5000 | 0.0000 | 0.0647 | 0.0722 | 0.0 | 0.0000 | 0.0809 | 0.0000 | 0.9762 | 0.6864 | 0.0243 | 0.0806 | 0.0345 | 0.4583 | 0.5000 | 0.0000 | 0.0707 | 0.0752 | 0.0 | 0.0000 | 0.0802 | 0.0000 | 0.9762 | 0.6780 | 0.0243 | 0.08 | 0.0345 | 0.4583 | 0.5000 | 0.0000 | 0.0658 | 0.0735 | 0.0 | 0.0000 | reg oper account | block of flats | 0.0568 | Block | No | 0.0 | 0.0 | 0.0 | 0.0 | -257.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.0 |
| 39297 | 145509 | 0 | Cash loans | F | Y | Y | 1 | 135000.0 | 521280.0 | 31630.5 | 450000.0 | Unaccompanied | Commercial associate | Secondary / secondary special | Married | House / apartment | 0.046220 | -9496 | -958 | -4361.0 | -2184 | 19.0 | 1 | 1 | 0 | 1 | 0 | 0 | Laborers | 3.0 | 1 | 1 | THURSDAY | 13 | 0 | 0 | 0 | 0 | 0 | 0 | Self-employed | 0.351508 | 0.693971 | 0.406617 | 0.1649 | 0.0000 | 0.9876 | 0.8300 | 0.0000 | 0.16 | 0.1379 | 0.3750 | 0.4167 | 0.0524 | 0.1345 | 0.1640 | 0.0 | 0.0000 | 0.1681 | 0.0000 | 0.9876 | 0.8367 | 0.0000 | 0.1611 | 0.1379 | 0.3750 | 0.4167 | 0.0536 | 0.1469 | 0.1709 | 0.0 | 0.0000 | 0.1665 | 0.0000 | 0.9876 | 0.8323 | 0.0000 | 0.16 | 0.1379 | 0.3750 | 0.4167 | 0.0533 | 0.1368 | 0.1669 | 0.0 | 0.0000 | org spec account | block of flats | 0.1290 | Panel | No | 2.0 | 0.0 | 2.0 | 0.0 | -1470.0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 7.0 |
| 92015 | 206854 | 0 | Cash loans | M | N | N | 0 | 112500.0 | 640080.0 | 24259.5 | 450000.0 | Unaccompanied | Working | Secondary / secondary special | Separated | House / apartment | 0.018029 | -13164 | -1797 | -197.0 | -191 | NaN | 1 | 1 | 0 | 1 | 0 | 0 | Laborers | 1.0 | 3 | 3 | FRIDAY | 8 | 0 | 0 | 0 | 0 | 0 | 0 | Business Entity Type 3 | 0.074315 | 0.418981 | NaN | 0.1381 | 0.1191 | 0.9831 | 0.7688 | 0.0318 | 0.20 | 0.1724 | 0.3333 | 0.0417 | NaN | NaN | 0.1706 | NaN | 0.0046 | 0.1408 | 0.1236 | 0.9831 | 0.7779 | 0.0321 | 0.2014 | 0.1724 | 0.3333 | 0.0417 | NaN | NaN | 0.1778 | NaN | 0.0049 | 0.1395 | 0.1191 | 0.9831 | 0.7719 | 0.0320 | 0.20 | 0.1724 | 0.3333 | 0.0417 | NaN | NaN | 0.1737 | NaN | 0.0047 | None | block of flats | 0.1526 | Panel | No | 1.0 | 1.0 | 1.0 | 1.0 | -1592.0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 2.0 |